Zipf1 All Model Test Data Result Obj Size Ignored
Result
Model Summaries
| Model | Better than base % of the times |
|---|---|
| LR_1[cache_size=0.001,treshold=0.5] | 0 |
| LR_1[cache_size=All,treshold=0.5] | 0 |
| LR_1_log[cache_size=0.001,treshold=0.5] | 0 |
| LR_1_log[cache_size=All,treshold=0.5] | 0 |
| LR_1_mean[cache_size=0.001,treshold=0.5] | 0 |
| LR_1_mean[cache_size=All,treshold=0.5] | 20 |
| LR_1_robust_scaler[cache_size=0.001,treshold=0.5] | 0 |
| LR_1_robust_scaler[cache_size=All,treshold=0.5] | 0 |
| LR_1_std_scaler[cache_size=0.001,treshold=0.5] | 0 |
| LR_1_std_scaler[cache_size=All,treshold=0.5] | 0 |
| LR_2[cache_size=0.001,treshold=0.5] | 0 |
| LR_2[cache_size=All,treshold=0.5] | 0 |
| LR_2_log[cache_size=0.001,treshold=0.5] | 0 |
| LR_2_log[cache_size=All,treshold=0.5] | 0 |
| LR_2_mean[cache_size=0.001,treshold=0.5] | 0 |
| LR_2_mean[cache_size=All,treshold=0.5] | 20 |
| LR_3[cache_size=0.001,treshold=0.5] | 0 |
| LR_3[cache_size=All,treshold=0.5] | 0 |
| LR_3_log[cache_size=0.001,treshold=0.5] | 0 |
| LR_3_log[cache_size=All,treshold=0.5] | 0 |
| LR_3_mean[cache_size=0.001,treshold=0.5] | 0 |
| LR_3_mean[cache_size=All,treshold=0.5] | 0 |
| LR_4[cache_size=0.001,treshold=0.5] | 0 |
| LR_4[cache_size=All,treshold=0.5] | 0 |
| LR_4_log[cache_size=0.001,treshold=0.5] | 0 |
| LR_4_log[cache_size=All,treshold=0.5] | 0 |
| LR_4_mean[cache_size=0.001,treshold=0.5] | 0 |
| LR_4_mean[cache_size=All,treshold=0.5] | 0 |
| LR_4_robust_scaler[cache_size=0.001,treshold=0.5] | 0 |
| LR_4_robust_scaler[cache_size=All,treshold=0.5] | 0 |
| LR_4_std_scaler[cache_size=0.001,treshold=0.5] | 0 |
| LR_4_std_scaler[cache_size=All,treshold=0.5] | 0 |
| LR_5[cache_size=0.001,treshold=0.5] | 0 |
| LR_5[cache_size=All,treshold=0.5] | 0 |
| LR_5_imba[cache_size=0.001,treshold=0.5] | 0 |
| LR_5_imba[cache_size=All,treshold=0.5] | 0 |
| LR_6[cache_size=0.001,treshold=0.5] | 0 |
| LR_6[cache_size=All,treshold=0.5] | 0 |
| LR_6_imba[cache_size=0.001,treshold=0.5] | 0 |
| LR_6_imba[cache_size=All,treshold=0.5] | 0 |
| LR_7[cache_size=0.001,treshold=0.3] | 0 |
| LR_7[cache_size=0.001,treshold=0.5] | 0 |
| LR_7[cache_size=0.001,treshold=0.6] | 0 |
| LR_7[cache_size=0.001,treshold=0.7] | 0 |
| LR_7[cache_size=0.001,treshold=0.8] | 0 |
| LR_7[cache_size=0.001,treshold=0.9] | 100 |
| LR_7[cache_size=All,treshold=0.3] | 0 |
| LR_7[cache_size=All,treshold=0.5] | 0 |
| LR_7[cache_size=All,treshold=0.6] | 0 |
| LR_7[cache_size=All,treshold=0.7] | 0 |
| LR_7[cache_size=All,treshold=0.8] | 0 |
| LR_7[cache_size=All,treshold=0.9] | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.9] | 100 |
| LR_7_decay_rtime[cache_size=All,treshold=0.3] | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.5] | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.6] | 20 |
| LR_7_decay_rtime[cache_size=All,treshold=0.7] | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.8] | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.9] | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.9] | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.3] | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.5] | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.6] | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.7] | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.8] | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.9] | 0 |
| LR_8[cache_size=0.001,treshold=0.3] | 0 |
| LR_8[cache_size=0.001,treshold=0.5] | 0 |
| LR_8[cache_size=0.001,treshold=0.6] | 0 |
| LR_8[cache_size=0.001,treshold=0.7] | 0 |
| LR_8[cache_size=0.001,treshold=0.8] | 0 |
| LR_8[cache_size=0.001,treshold=0.9] | 100 |
| LR_8[cache_size=All,treshold=0.3] | 0 |
| LR_8[cache_size=All,treshold=0.5] | 0 |
| LR_8[cache_size=All,treshold=0.6] | 0 |
| LR_8[cache_size=All,treshold=0.7] | 0 |
| LR_8[cache_size=All,treshold=0.8] | 0 |
| LR_8[cache_size=All,treshold=0.9] | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.9] | 100 |
| LR_8_decay_rtime[cache_size=All,treshold=0.3] | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.5] | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.6] | 20 |
| LR_8_decay_rtime[cache_size=All,treshold=0.7] | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.8] | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.9] | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.9] | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.3] | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.5] | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.6] | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.7] | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.8] | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.9] | 0 |
| LR_9[cache_size=0.001,treshold=0.3] | 0 |
| LR_9[cache_size=0.001,treshold=0.5] | 0 |
| LR_9[cache_size=0.001,treshold=0.6] | 0 |
| LR_9[cache_size=0.001,treshold=0.7] | 0 |
| LR_9[cache_size=0.001,treshold=0.8] | 0 |
| LR_9[cache_size=0.001,treshold=0.9] | 100 |
| LR_9[cache_size=All,treshold=0.3] | 0 |
| LR_9[cache_size=All,treshold=0.5] | 0 |
| LR_9[cache_size=All,treshold=0.6] | 0 |
| LR_9[cache_size=All,treshold=0.7] | 0 |
| LR_9[cache_size=All,treshold=0.8] | 0 |
| LR_9[cache_size=All,treshold=0.9] | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.9] | 100 |
| LR_9_decay_rtime[cache_size=All,treshold=0.3] | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.5] | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.6] | 20 |
| LR_9_decay_rtime[cache_size=All,treshold=0.7] | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.8] | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.9] | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.9] | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.3] | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.5] | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.6] | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.7] | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.8] | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.9] | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.9] | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.3] | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.5] | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.6] | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.7] | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.8] | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.9] | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.3] | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.5] | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.6] | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.7] | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.8] | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.9] | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.3] | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.5] | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.6] | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.7] | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.8] | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.9] | 0 |
| LR_1[cache_size=0.01,treshold=0.5] | 0 |
| LR_1_log[cache_size=0.01,treshold=0.5] | 0 |
| LR_1_mean[cache_size=0.01,treshold=0.5] | 0 |
| LR_1_robust_scaler[cache_size=0.01,treshold=0.5] | 0 |
| LR_1_std_scaler[cache_size=0.01,treshold=0.5] | 0 |
| LR_2[cache_size=0.01,treshold=0.5] | 0 |
| LR_2_log[cache_size=0.01,treshold=0.5] | 0 |
| LR_2_mean[cache_size=0.01,treshold=0.5] | 0 |
| LR_3[cache_size=0.01,treshold=0.5] | 0 |
| LR_3_log[cache_size=0.01,treshold=0.5] | 0 |
| LR_3_mean[cache_size=0.01,treshold=0.5] | 0 |
| LR_4[cache_size=0.01,treshold=0.5] | 0 |
| LR_4_log[cache_size=0.01,treshold=0.5] | 0 |
| LR_4_mean[cache_size=0.01,treshold=0.5] | 0 |
| LR_4_robust_scaler[cache_size=0.01,treshold=0.5] | 0 |
| LR_4_std_scaler[cache_size=0.01,treshold=0.5] | 0 |
| LR_5[cache_size=0.01,treshold=0.5] | 0 |
| LR_5_imba[cache_size=0.01,treshold=0.5] | 0 |
| LR_6[cache_size=0.01,treshold=0.5] | 0 |
| LR_6_imba[cache_size=0.01,treshold=0.5] | 0 |
| LR_7[cache_size=0.01,treshold=0.3] | 0 |
| LR_7[cache_size=0.01,treshold=0.5] | 0 |
| LR_7[cache_size=0.01,treshold=0.6] | 0 |
| LR_7[cache_size=0.01,treshold=0.7] | 0 |
| LR_7[cache_size=0.01,treshold=0.8] | 0 |
| LR_7[cache_size=0.01,treshold=0.9] | 100 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.9] | 20 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.9] | 0 |
| LR_8[cache_size=0.01,treshold=0.3] | 0 |
| LR_8[cache_size=0.01,treshold=0.5] | 0 |
| LR_8[cache_size=0.01,treshold=0.6] | 0 |
| LR_8[cache_size=0.01,treshold=0.7] | 0 |
| LR_8[cache_size=0.01,treshold=0.8] | 0 |
| LR_8[cache_size=0.01,treshold=0.9] | 100 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.9] | 100 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.9] | 0 |
| LR_9[cache_size=0.01,treshold=0.3] | 0 |
| LR_9[cache_size=0.01,treshold=0.5] | 0 |
| LR_9[cache_size=0.01,treshold=0.6] | 0 |
| LR_9[cache_size=0.01,treshold=0.7] | 0 |
| LR_9[cache_size=0.01,treshold=0.8] | 0 |
| LR_9[cache_size=0.01,treshold=0.9] | 100 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.9] | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.9] | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.9] | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.3] | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.5] | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.6] | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.7] | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.8] | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.9] | 0 |
| LR_1[cache_size=0.1,treshold=0.5] | 0 |
| LR_1_log[cache_size=0.1,treshold=0.5] | 0 |
| LR_1_mean[cache_size=0.1,treshold=0.5] | 0 |
| LR_1_robust_scaler[cache_size=0.1,treshold=0.5] | 0 |
| LR_1_std_scaler[cache_size=0.1,treshold=0.5] | 0 |
| LR_2[cache_size=0.1,treshold=0.5] | 0 |
| LR_2_log[cache_size=0.1,treshold=0.5] | 0 |
| LR_2_mean[cache_size=0.1,treshold=0.5] | 0 |
| LR_3[cache_size=0.1,treshold=0.5] | 0 |
| LR_3_log[cache_size=0.1,treshold=0.5] | 0 |
| LR_3_mean[cache_size=0.1,treshold=0.5] | 0 |
| LR_4[cache_size=0.1,treshold=0.5] | 0 |
| LR_4_log[cache_size=0.1,treshold=0.5] | 0 |
| LR_4_mean[cache_size=0.1,treshold=0.5] | 0 |
| LR_4_robust_scaler[cache_size=0.1,treshold=0.5] | 0 |
| LR_4_std_scaler[cache_size=0.1,treshold=0.5] | 0 |
| LR_5[cache_size=0.1,treshold=0.5] | 0 |
| LR_5_imba[cache_size=0.1,treshold=0.5] | 0 |
| LR_6[cache_size=0.1,treshold=0.5] | 0 |
| LR_6_imba[cache_size=0.1,treshold=0.5] | 0 |
| LR_7[cache_size=0.1,treshold=0.3] | 0 |
| LR_7[cache_size=0.1,treshold=0.5] | 0 |
| LR_7[cache_size=0.1,treshold=0.6] | 0 |
| LR_7[cache_size=0.1,treshold=0.7] | 0 |
| LR_7[cache_size=0.1,treshold=0.8] | 0 |
| LR_7[cache_size=0.1,treshold=0.9] | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_8[cache_size=0.1,treshold=0.3] | 0 |
| LR_8[cache_size=0.1,treshold=0.5] | 0 |
| LR_8[cache_size=0.1,treshold=0.6] | 0 |
| LR_8[cache_size=0.1,treshold=0.7] | 0 |
| LR_8[cache_size=0.1,treshold=0.8] | 0 |
| LR_8[cache_size=0.1,treshold=0.9] | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_9[cache_size=0.1,treshold=0.3] | 0 |
| LR_9[cache_size=0.1,treshold=0.5] | 0 |
| LR_9[cache_size=0.1,treshold=0.6] | 0 |
| LR_9[cache_size=0.1,treshold=0.7] | 0 |
| LR_9[cache_size=0.1,treshold=0.8] | 0 |
| LR_9[cache_size=0.1,treshold=0.9] | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.3] | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.5] | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.6] | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.7] | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.8] | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.9] | 0 |
| LR_1[cache_size=0.2,treshold=0.5] | 0 |
| LR_1_log[cache_size=0.2,treshold=0.5] | 0 |
| LR_1_mean[cache_size=0.2,treshold=0.5] | 0 |
| LR_1_robust_scaler[cache_size=0.2,treshold=0.5] | 0 |
| LR_1_std_scaler[cache_size=0.2,treshold=0.5] | 0 |
| LR_2[cache_size=0.2,treshold=0.5] | 0 |
| LR_2_log[cache_size=0.2,treshold=0.5] | 0 |
| LR_2_mean[cache_size=0.2,treshold=0.5] | 0 |
| LR_3[cache_size=0.2,treshold=0.5] | 0 |
| LR_3_log[cache_size=0.2,treshold=0.5] | 0 |
| LR_3_mean[cache_size=0.2,treshold=0.5] | 0 |
| LR_4[cache_size=0.2,treshold=0.5] | 0 |
| LR_4_log[cache_size=0.2,treshold=0.5] | 0 |
| LR_4_mean[cache_size=0.2,treshold=0.5] | 0 |
| LR_4_robust_scaler[cache_size=0.2,treshold=0.5] | 0 |
| LR_4_std_scaler[cache_size=0.2,treshold=0.5] | 0 |
| LR_5[cache_size=0.2,treshold=0.5] | 0 |
| LR_5_imba[cache_size=0.2,treshold=0.5] | 0 |
| LR_6[cache_size=0.2,treshold=0.5] | 0 |
| LR_6_imba[cache_size=0.2,treshold=0.5] | 0 |
| LR_7[cache_size=0.2,treshold=0.3] | 0 |
| LR_7[cache_size=0.2,treshold=0.5] | 0 |
| LR_7[cache_size=0.2,treshold=0.6] | 0 |
| LR_7[cache_size=0.2,treshold=0.7] | 0 |
| LR_7[cache_size=0.2,treshold=0.8] | 0 |
| LR_7[cache_size=0.2,treshold=0.9] | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_8[cache_size=0.2,treshold=0.3] | 0 |
| LR_8[cache_size=0.2,treshold=0.5] | 0 |
| LR_8[cache_size=0.2,treshold=0.6] | 0 |
| LR_8[cache_size=0.2,treshold=0.7] | 0 |
| LR_8[cache_size=0.2,treshold=0.8] | 0 |
| LR_8[cache_size=0.2,treshold=0.9] | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_9[cache_size=0.2,treshold=0.3] | 0 |
| LR_9[cache_size=0.2,treshold=0.5] | 0 |
| LR_9[cache_size=0.2,treshold=0.6] | 0 |
| LR_9[cache_size=0.2,treshold=0.7] | 0 |
| LR_9[cache_size=0.2,treshold=0.8] | 0 |
| LR_9[cache_size=0.2,treshold=0.9] | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.3] | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.5] | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.6] | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.7] | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.8] | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.9] | 0 |
| LR_1[cache_size=0.4,treshold=0.5] | 0 |
| LR_1_log[cache_size=0.4,treshold=0.5] | 0 |
| LR_1_mean[cache_size=0.4,treshold=0.5] | 0 |
| LR_1_robust_scaler[cache_size=0.4,treshold=0.5] | 0 |
| LR_1_std_scaler[cache_size=0.4,treshold=0.5] | 0 |
| LR_2[cache_size=0.4,treshold=0.5] | 0 |
| LR_2_log[cache_size=0.4,treshold=0.5] | 0 |
| LR_2_mean[cache_size=0.4,treshold=0.5] | 0 |
| LR_3[cache_size=0.4,treshold=0.5] | 0 |
| LR_3_log[cache_size=0.4,treshold=0.5] | 0 |
| LR_3_mean[cache_size=0.4,treshold=0.5] | 0 |
| LR_4[cache_size=0.4,treshold=0.5] | 0 |
| LR_4_log[cache_size=0.4,treshold=0.5] | 0 |
| LR_4_mean[cache_size=0.4,treshold=0.5] | 0 |
| LR_4_robust_scaler[cache_size=0.4,treshold=0.5] | 0 |
| LR_4_std_scaler[cache_size=0.4,treshold=0.5] | 0 |
| LR_5[cache_size=0.4,treshold=0.5] | 0 |
| LR_5_imba[cache_size=0.4,treshold=0.5] | 0 |
| LR_6[cache_size=0.4,treshold=0.5] | 0 |
| LR_6_imba[cache_size=0.4,treshold=0.5] | 0 |
| LR_7[cache_size=0.4,treshold=0.3] | 0 |
| LR_7[cache_size=0.4,treshold=0.5] | 0 |
| LR_7[cache_size=0.4,treshold=0.6] | 0 |
| LR_7[cache_size=0.4,treshold=0.7] | 0 |
| LR_7[cache_size=0.4,treshold=0.8] | 0 |
| LR_7[cache_size=0.4,treshold=0.9] | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_8[cache_size=0.4,treshold=0.3] | 0 |
| LR_8[cache_size=0.4,treshold=0.5] | 0 |
| LR_8[cache_size=0.4,treshold=0.6] | 0 |
| LR_8[cache_size=0.4,treshold=0.7] | 0 |
| LR_8[cache_size=0.4,treshold=0.8] | 0 |
| LR_8[cache_size=0.4,treshold=0.9] | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_9[cache_size=0.4,treshold=0.3] | 0 |
| LR_9[cache_size=0.4,treshold=0.5] | 0 |
| LR_9[cache_size=0.4,treshold=0.6] | 0 |
| LR_9[cache_size=0.4,treshold=0.7] | 0 |
| LR_9[cache_size=0.4,treshold=0.8] | 0 |
| LR_9[cache_size=0.4,treshold=0.9] | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.9] | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.3] | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.5] | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.6] | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.7] | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.8] | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.9] | 0 |
| Offline Clock 1st iteration | 0 |
| Offline Clock 2nd iteration | 100 |
| Zipf Optimal Distribution | 100 |
Promotion Reduced (%)
| Model | Max | Min | Avg | Mdn |
|---|---|---|---|---|
| LR_1[cache_size=0.001,treshold=0.5] | 55.2612 | 55.2205 | 55.2364 | 55.2312 |
| LR_1[cache_size=All,treshold=0.5] | 91.4718 | 0 | 49.3399 | 70.7458 |
| LR_1_log[cache_size=0.001,treshold=0.5] | 48.2013 | 48.1581 | 48.182 | 48.1861 |
| LR_1_log[cache_size=All,treshold=0.5] | 79.151 | 11.676 | 55.465 | 68.7038 |
| LR_1_mean[cache_size=0.001,treshold=0.5] | 52.3269 | 51.9306 | 52.1619 | 52.2138 |
| LR_1_mean[cache_size=All,treshold=0.5] | 98.9308 | 5.82523 | 66.6283 | 90.6499 |
| LR_1_robust_scaler[cache_size=0.001,treshold=0.5] | 55.258 | 55.2176 | 55.2332 | 55.2285 |
| LR_1_robust_scaler[cache_size=All,treshold=0.5] | 93.1924 | 1.23205 | 56.8117 | 81.7051 |
| LR_1_std_scaler[cache_size=0.001,treshold=0.5] | 55.2527 | 55.2119 | 55.2281 | 55.2235 |
| LR_1_std_scaler[cache_size=All,treshold=0.5] | 93.185 | 1.2357 | 56.8121 | 81.6936 |
| LR_2[cache_size=0.001,treshold=0.5] | 45.8362 | 45.8061 | 45.8199 | 45.8217 |
| LR_2[cache_size=All,treshold=0.5] | 81.3849 | 0 | 32.0491 | 19.3932 |
| LR_2_log[cache_size=0.001,treshold=0.5] | 58.5159 | 58.4782 | 58.4942 | 58.4946 |
| LR_2_log[cache_size=All,treshold=0.5] | 87.9602 | 1.13336 | 55.0923 | 71.1151 |
| LR_2_mean[cache_size=0.001,treshold=0.5] | 57.4971 | 57.4233 | 57.464 | 57.4607 |
| LR_2_mean[cache_size=All,treshold=0.5] | 97.165 | 0 | 54.9107 | 84.737 |
| LR_3[cache_size=0.001,treshold=0.5] | 48.7178 | 48.6766 | 48.6986 | 48.7033 |
| LR_3[cache_size=All,treshold=0.5] | 81.3851 | 0 | 32.0492 | 19.3917 |
| LR_3_log[cache_size=0.001,treshold=0.5] | 53.9702 | 53.9394 | 53.9527 | 53.9537 |
| LR_3_log[cache_size=All,treshold=0.5] | 87.4379 | 0.990202 | 54.2743 | 69.868 |
| LR_3_mean[cache_size=0.001,treshold=0.5] | 52.7859 | 52.6834 | 52.7408 | 52.7562 |
| LR_3_mean[cache_size=All,treshold=0.5] | 96.8811 | 0 | 54.4539 | 83.3494 |
| LR_4[cache_size=0.001,treshold=0.5] | 54.387 | 54.3278 | 54.3485 | 54.3469 |
| LR_4[cache_size=All,treshold=0.5] | 80.8001 | 11.925 | 61.1372 | 70.9355 |
| LR_4_log[cache_size=0.001,treshold=0.5] | 49.3725 | 49.3181 | 49.337 | 49.3278 |
| LR_4_log[cache_size=All,treshold=0.5] | 58.3114 | 28.941 | 50.0822 | 57.16 |
| LR_4_mean[cache_size=0.001,treshold=0.5] | 52.5371 | 52.1425 | 52.3659 | 52.4227 |
| LR_4_mean[cache_size=All,treshold=0.5] | 73.5403 | 18.3429 | 58.2695 | 68.0734 |
| LR_4_robust_scaler[cache_size=0.001,treshold=0.5] | 54.3895 | 54.331 | 54.3521 | 54.3513 |
| LR_4_robust_scaler[cache_size=All,treshold=0.5] | 80.8043 | 11.9283 | 61.1401 | 70.9347 |
| LR_4_std_scaler[cache_size=0.001,treshold=0.5] | 54.3769 | 54.3175 | 54.3394 | 54.3388 |
| LR_4_std_scaler[cache_size=All,treshold=0.5] | 80.8721 | 11.9649 | 61.1833 | 70.9298 |
| LR_5[cache_size=0.001,treshold=0.5] | 54.4612 | 54.41 | 54.4331 | 54.4409 |
| LR_5[cache_size=All,treshold=0.5] | 80.8047 | 11.9376 | 61.1427 | 70.9327 |
| LR_5_imba[cache_size=0.001,treshold=0.5] | 41.9916 | 41.9597 | 41.9765 | 41.9822 |
| LR_5_imba[cache_size=All,treshold=0.5] | 47.6865 | 0 | 13.467 | 0 |
| LR_6[cache_size=0.001,treshold=0.5] | 54.4628 | 54.4108 | 54.4344 | 54.4422 |
| LR_6[cache_size=All,treshold=0.5] | 80.815 | 11.9411 | 61.1499 | 70.9319 |
| LR_6_imba[cache_size=0.001,treshold=0.5] | 42.0083 | 41.9765 | 41.9933 | 41.9986 |
| LR_6_imba[cache_size=All,treshold=0.5] | 47.6765 | 0 | 13.4543 | 0 |
| LR_7[cache_size=0.001,treshold=0.3] | 69.3839 | 69.3614 | 69.3742 | 69.3748 |
| LR_7[cache_size=0.001,treshold=0.5] | 55.0665 | 55.0078 | 55.0368 | 55.0426 |
| LR_7[cache_size=0.001,treshold=0.6] | 44.7721 | 44.7306 | 44.7498 | 44.7505 |
| LR_7[cache_size=0.001,treshold=0.7] | 30.4216 | 30.3858 | 30.4051 | 30.4041 |
| LR_7[cache_size=0.001,treshold=0.8] | 10.7908 | 10.7669 | 10.7769 | 10.7716 |
| LR_7[cache_size=0.001,treshold=0.9] | 2.08557 | 2.06788 | 2.08039 | 2.08282 |
| LR_7[cache_size=All,treshold=0.3] | 99.2331 | 66.7883 | 92.2094 | 99.1289 |
| LR_7[cache_size=All,treshold=0.5] | 96.6699 | 6.58047 | 74.0728 | 95.2709 |
| LR_7[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.3] | 63.7723 | 63.7447 | 63.7614 | 63.7634 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.5] | 51.8287 | 51.7646 | 51.8062 | 51.8238 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.6] | 43.9311 | 43.8569 | 43.8862 | 43.8861 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.7] | 33.6236 | 33.5543 | 33.5817 | 33.5776 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.8] | 19.8305 | 19.8054 | 19.8143 | 19.8134 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.9] | 3.02057 | 3.00569 | 3.01369 | 3.01631 |
| LR_7_decay_rtime[cache_size=All,treshold=0.3] | 99.6086 | 64.3411 | 90.3119 | 97.1406 |
| LR_7_decay_rtime[cache_size=All,treshold=0.5] | 95.6764 | 14.0794 | 71.5731 | 85.8997 |
| LR_7_decay_rtime[cache_size=All,treshold=0.6] | 1.38519 | 0.121896 | 0.592158 | 0.501046 |
| LR_7_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.3] | 57.6793 | 57.6562 | 57.6692 | 57.6723 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.5] | 30.542 | 30.4913 | 30.5188 | 30.5186 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.6] | 2.39192 | 2.37629 | 2.38281 | 2.38204 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.3] | 99.9916 | 68.2022 | 93.4506 | 99.9383 |
| LR_7_decay_vtime[cache_size=All,treshold=0.5] | 98.7444 | 0 | 65.1959 | 92.8832 |
| LR_7_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.001,treshold=0.3] | 70.2804 | 70.264 | 70.2712 | 70.2708 |
| LR_8[cache_size=0.001,treshold=0.5] | 54.6318 | 54.584 | 54.6119 | 54.6171 |
| LR_8[cache_size=0.001,treshold=0.6] | 43.4294 | 43.3924 | 43.414 | 43.4207 |
| LR_8[cache_size=0.001,treshold=0.7] | 29.4672 | 29.433 | 29.454 | 29.4546 |
| LR_8[cache_size=0.001,treshold=0.8] | 11.7258 | 11.7036 | 11.7137 | 11.7074 |
| LR_8[cache_size=0.001,treshold=0.9] | 1.95965 | 1.93887 | 1.95192 | 1.95418 |
| LR_8[cache_size=All,treshold=0.3] | 99.2281 | 67.5488 | 92.3776 | 99.1269 |
| LR_8[cache_size=All,treshold=0.5] | 96.5693 | 5.51532 | 72.8871 | 94.775 |
| LR_8[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.3] | 64.198 | 64.1684 | 64.1875 | 64.1905 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.5] | 52.0211 | 51.9656 | 51.9937 | 52.0023 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.6] | 43.8978 | 43.8406 | 43.8639 | 43.86 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.7] | 33.1663 | 33.1131 | 33.1335 | 33.1271 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.8] | 19.1421 | 19.1127 | 19.1243 | 19.1211 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.9] | 3.0651 | 3.04821 | 3.05655 | 3.05728 |
| LR_8_decay_rtime[cache_size=All,treshold=0.3] | 99.6062 | 64.4756 | 90.3276 | 97.1237 |
| LR_8_decay_rtime[cache_size=All,treshold=0.5] | 96.0012 | 14.6096 | 71.6421 | 85.7988 |
| LR_8_decay_rtime[cache_size=All,treshold=0.6] | 1.45088 | 0.198555 | 0.597194 | 0.460685 |
| LR_8_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.3] | 57.8983 | 57.8834 | 57.891 | 57.8913 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.5] | 31.3772 | 31.3345 | 31.361 | 31.3635 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.6] | 0.608423 | 0.601242 | 0.603422 | 0.602323 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.3] | 99.9952 | 69.2921 | 93.7038 | 99.9593 |
| LR_8_decay_vtime[cache_size=All,treshold=0.5] | 95.8741 | 0 | 52.8013 | 78.3605 |
| LR_8_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.001,treshold=0.3] | 69.4067 | 69.3914 | 69.4012 | 69.4034 |
| LR_9[cache_size=0.001,treshold=0.5] | 54.7783 | 54.719 | 54.7512 | 54.7566 |
| LR_9[cache_size=0.001,treshold=0.6] | 44.4575 | 44.4136 | 44.435 | 44.4393 |
| LR_9[cache_size=0.001,treshold=0.7] | 30.3545 | 30.3241 | 30.3427 | 30.3407 |
| LR_9[cache_size=0.001,treshold=0.8] | 11.4069 | 11.3961 | 11.401 | 11.399 |
| LR_9[cache_size=0.001,treshold=0.9] | 2.0927 | 2.07646 | 2.08734 | 2.08817 |
| LR_9[cache_size=All,treshold=0.3] | 99.2329 | 67.4621 | 92.3623 | 99.1293 |
| LR_9[cache_size=All,treshold=0.5] | 96.602 | 4.77935 | 72.7267 | 94.7841 |
| LR_9[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.3] | 63.8619 | 63.8363 | 63.8523 | 63.8561 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.5] | 51.798 | 51.7437 | 51.7777 | 51.7924 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.6] | 43.8557 | 43.789 | 43.8162 | 43.8142 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.7] | 33.5368 | 33.479 | 33.5007 | 33.5005 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.8] | 19.8162 | 19.792 | 19.8024 | 19.8039 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.9] | 3.39395 | 3.37998 | 3.38667 | 3.38732 |
| LR_9_decay_rtime[cache_size=All,treshold=0.3] | 99.6077 | 64.5471 | 90.3469 | 97.1341 |
| LR_9_decay_rtime[cache_size=All,treshold=0.5] | 96.4285 | 14.7149 | 71.7297 | 85.8885 |
| LR_9_decay_rtime[cache_size=All,treshold=0.6] | 1.35039 | 0.218904 | 0.545211 | 0.378062 |
| LR_9_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.3] | 59.4995 | 59.4816 | 59.4904 | 59.4901 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.5] | 35.6049 | 35.5532 | 35.5793 | 35.5799 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.6] | 1.17045 | 1.15836 | 1.16238 | 1.16027 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.3] | 99.9956 | 69.535 | 93.7683 | 99.9632 |
| LR_9_decay_vtime[cache_size=All,treshold=0.5] | 96.9075 | 0 | 54.5251 | 83.4524 |
| LR_9_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.3] | 95.2349 | 95.2254 | 95.2315 | 95.2331 |
| LR_decay_rtime[cache_size=0.001,treshold=0.5] | 66.7228 | 66.71 | 66.7137 | 66.7117 |
| LR_decay_rtime[cache_size=0.001,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.3] | 99.4069 | 84.7432 | 93.5844 | 95.7075 |
| LR_decay_rtime[cache_size=All,treshold=0.5] | 94.705 | 21.0668 | 59.9051 | 70.3468 |
| LR_decay_rtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.3] | 49.8782 | 49.8426 | 49.8615 | 49.866 |
| LR_decay_vtime[cache_size=0.001,treshold=0.5] | 21.0998 | 21.0668 | 21.0762 | 21.0698 |
| LR_decay_vtime[cache_size=0.001,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.3] | 99.94 | 58.9439 | 90.5063 | 99.5677 |
| LR_decay_vtime[cache_size=All,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.01,treshold=0.5] | 54.1189 | 54.0982 | 54.1064 | 54.1065 |
| LR_1_log[cache_size=0.01,treshold=0.5] | 49.0082 | 48.9813 | 48.9945 | 48.9949 |
| LR_1_mean[cache_size=0.01,treshold=0.5] | 53.7278 | 53.2604 | 53.5578 | 53.6823 |
| LR_1_robust_scaler[cache_size=0.01,treshold=0.5] | 54.1265 | 54.103 | 54.1129 | 54.1133 |
| LR_1_std_scaler[cache_size=0.01,treshold=0.5] | 54.1292 | 54.1063 | 54.116 | 54.1168 |
| LR_2[cache_size=0.01,treshold=0.5] | 45.8245 | 45.7926 | 45.8099 | 45.8127 |
| LR_2_log[cache_size=0.01,treshold=0.5] | 58.0402 | 57.9786 | 58.0084 | 58.0127 |
| LR_2_mean[cache_size=0.01,treshold=0.5] | 57.8796 | 57.8278 | 57.8543 | 57.8521 |
| LR_3[cache_size=0.01,treshold=0.5] | 45.633 | 45.6 | 45.6171 | 45.6197 |
| LR_3_log[cache_size=0.01,treshold=0.5] | 57.4241 | 57.3728 | 57.3967 | 57.4004 |
| LR_3_mean[cache_size=0.01,treshold=0.5] | 57.2164 | 57.1678 | 57.1952 | 57.1968 |
| LR_4[cache_size=0.01,treshold=0.5] | 53.9201 | 53.9058 | 53.912 | 53.9113 |
| LR_4_log[cache_size=0.01,treshold=0.5] | 50.1762 | 50.1481 | 50.163 | 50.164 |
| LR_4_mean[cache_size=0.01,treshold=0.5] | 54.3545 | 53.9765 | 54.2102 | 54.3158 |
| LR_4_robust_scaler[cache_size=0.01,treshold=0.5] | 53.9261 | 53.9111 | 53.9172 | 53.9157 |
| LR_4_std_scaler[cache_size=0.01,treshold=0.5] | 53.9213 | 53.9068 | 53.9127 | 53.9113 |
| LR_5[cache_size=0.01,treshold=0.5] | 53.9286 | 53.9138 | 53.9211 | 53.9193 |
| LR_5_imba[cache_size=0.01,treshold=0.5] | 41.3928 | 41.358 | 41.3713 | 41.3662 |
| LR_6[cache_size=0.01,treshold=0.5] | 53.9196 | 53.9049 | 53.9117 | 53.9102 |
| LR_6_imba[cache_size=0.01,treshold=0.5] | 41.4103 | 41.3748 | 41.3892 | 41.384 |
| LR_7[cache_size=0.01,treshold=0.3] | 68.8959 | 68.8611 | 68.8799 | 68.8839 |
| LR_7[cache_size=0.01,treshold=0.5] | 54.3901 | 54.3474 | 54.3671 | 54.3647 |
| LR_7[cache_size=0.01,treshold=0.6] | 44.4902 | 44.4516 | 44.4727 | 44.4755 |
| LR_7[cache_size=0.01,treshold=0.7] | 31.1963 | 31.1736 | 31.1881 | 31.1898 |
| LR_7[cache_size=0.01,treshold=0.8] | 13.1008 | 13.0903 | 13.095 | 13.0926 |
| LR_7[cache_size=0.01,treshold=0.9] | 1.55324 | 1.54283 | 1.54949 | 1.55177 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.3] | 64.1015 | 64.0714 | 64.0835 | 64.0825 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.5] | 51.4855 | 51.4362 | 51.4671 | 51.4705 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.6] | 42.9335 | 42.9174 | 42.9284 | 42.9304 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.7] | 31.5621 | 31.519 | 31.5389 | 31.5347 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.8] | 16.2496 | 16.2253 | 16.2388 | 16.24 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.9] | 0.00269168 | 0.00214565 | 0.00238888 | 0.00232696 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.3] | 0.0582007 | 0.0548034 | 0.0567828 | 0.057475 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.5] | 0.0132501 | 0.0117244 | 0.0124865 | 0.0125541 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.6] | 0.00143711 | 0.00128356 | 0.00135439 | 0.00135045 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.7] | 0.00053652 | 0.000335257 | 0.000417624 | 0.000411895 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.8] | 8.6199e-05 | 2.87364e-05 | 5.36385e-05 | 4.79036e-05 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.01,treshold=0.3] | 68.8875 | 68.8517 | 68.8704 | 68.872 |
| LR_8[cache_size=0.01,treshold=0.5] | 54.3587 | 54.3158 | 54.3351 | 54.3318 |
| LR_8[cache_size=0.01,treshold=0.6] | 44.4638 | 44.4248 | 44.4453 | 44.4475 |
| LR_8[cache_size=0.01,treshold=0.7] | 31.1961 | 31.1752 | 31.1887 | 31.189 |
| LR_8[cache_size=0.01,treshold=0.8] | 13.146 | 13.1354 | 13.141 | 13.1401 |
| LR_8[cache_size=0.01,treshold=0.9] | 1.54754 | 1.53787 | 1.54443 | 1.54725 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.3] | 64.105 | 64.0825 | 64.0908 | 64.0887 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.5] | 51.4258 | 51.3752 | 51.407 | 51.4101 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.6] | 42.8639 | 42.842 | 42.856 | 42.8572 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.7] | 31.5343 | 31.4926 | 31.513 | 31.5112 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.8] | 16.3301 | 16.3026 | 16.3181 | 16.3201 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.9] | 0.0398772 | 0.0389857 | 0.0394669 | 0.0394887 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.3] | 18.0064 | 17.9598 | 17.9802 | 17.9815 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.01,treshold=0.3] | 69.0317 | 68.9917 | 69.0127 | 69.0161 |
| LR_9[cache_size=0.01,treshold=0.5] | 54.6412 | 54.5996 | 54.6155 | 54.6095 |
| LR_9[cache_size=0.01,treshold=0.6] | 44.6607 | 44.6221 | 44.6421 | 44.6479 |
| LR_9[cache_size=0.01,treshold=0.7] | 31.1167 | 31.0942 | 31.1081 | 31.1102 |
| LR_9[cache_size=0.01,treshold=0.8] | 12.6351 | 12.6235 | 12.6298 | 12.6296 |
| LR_9[cache_size=0.01,treshold=0.9] | 1.54677 | 1.5375 | 1.54328 | 1.54577 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.3] | 64.0778 | 64.0479 | 64.0612 | 64.0609 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.5] | 51.524 | 51.475 | 51.5041 | 51.5061 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.6] | 42.9707 | 42.9586 | 42.9665 | 42.9682 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.7] | 31.5509 | 31.5108 | 31.529 | 31.5255 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.8] | 16.1377 | 16.11 | 16.1241 | 16.1235 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.9] | 0.000306583 | 1.9152e-05 | 0.000149438 | 0.000134087 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.3] | 25.713 | 25.6802 | 25.6964 | 25.701 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.3] | 80.454 | 80.4443 | 80.4496 | 80.4489 |
| LR_decay_rtime[cache_size=0.01,treshold=0.5] | 52.7548 | 52.7324 | 52.7447 | 52.7448 |
| LR_decay_rtime[cache_size=0.01,treshold=0.6] | 28.5389 | 28.525 | 28.5329 | 28.5356 |
| LR_decay_rtime[cache_size=0.01,treshold=0.7] | 21.0626 | 21.0399 | 21.053 | 21.0563 |
| LR_decay_rtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.1,treshold=0.5] | 50.7059 | 50.6403 | 50.6794 | 50.6869 |
| LR_1_log[cache_size=0.1,treshold=0.5] | 50.5629 | 50.5054 | 50.5391 | 50.5473 |
| LR_1_mean[cache_size=0.1,treshold=0.5] | 56.2494 | 56.1883 | 56.2282 | 56.234 |
| LR_1_robust_scaler[cache_size=0.1,treshold=0.5] | 50.7024 | 50.6359 | 50.6755 | 50.6831 |
| LR_1_std_scaler[cache_size=0.1,treshold=0.5] | 50.7033 | 50.6362 | 50.6762 | 50.6836 |
| LR_2[cache_size=0.1,treshold=0.5] | 45.2205 | 45.1853 | 45.2007 | 45.1962 |
| LR_2_log[cache_size=0.1,treshold=0.5] | 56.7584 | 56.7193 | 56.7391 | 56.7443 |
| LR_2_mean[cache_size=0.1,treshold=0.5] | 56.6635 | 56.6314 | 56.6459 | 56.6496 |
| LR_3[cache_size=0.1,treshold=0.5] | 45.2239 | 45.1878 | 45.2031 | 45.1982 |
| LR_3_log[cache_size=0.1,treshold=0.5] | 56.7069 | 56.6659 | 56.6872 | 56.6925 |
| LR_3_mean[cache_size=0.1,treshold=0.5] | 56.6137 | 56.58 | 56.5949 | 56.597 |
| LR_4[cache_size=0.1,treshold=0.5] | 51.9413 | 51.8676 | 51.912 | 51.9257 |
| LR_4_log[cache_size=0.1,treshold=0.5] | 51.481 | 51.4141 | 51.4539 | 51.467 |
| LR_4_mean[cache_size=0.1,treshold=0.5] | 57.5785 | 57.4779 | 57.538 | 57.5545 |
| LR_4_robust_scaler[cache_size=0.1,treshold=0.5] | 51.9373 | 51.8626 | 51.9079 | 51.9215 |
| LR_4_std_scaler[cache_size=0.1,treshold=0.5] | 51.9459 | 51.8691 | 51.9152 | 51.9286 |
| LR_5[cache_size=0.1,treshold=0.5] | 51.958 | 51.8825 | 51.9285 | 51.9419 |
| LR_5_imba[cache_size=0.1,treshold=0.5] | 38.4618 | 38.3938 | 38.423 | 38.4113 |
| LR_6[cache_size=0.1,treshold=0.5] | 51.9456 | 51.8704 | 51.9155 | 51.9291 |
| LR_6_imba[cache_size=0.1,treshold=0.5] | 38.469 | 38.3999 | 38.4297 | 38.418 |
| LR_7[cache_size=0.1,treshold=0.3] | 68.923 | 68.8922 | 68.9102 | 68.9191 |
| LR_7[cache_size=0.1,treshold=0.5] | 54.548 | 54.4748 | 54.5193 | 54.5296 |
| LR_7[cache_size=0.1,treshold=0.6] | 44.6964 | 44.6353 | 44.6727 | 44.6912 |
| LR_7[cache_size=0.1,treshold=0.7] | 31.3573 | 31.2821 | 31.311 | 31.2999 |
| LR_7[cache_size=0.1,treshold=0.8] | 12.5234 | 12.4943 | 12.5057 | 12.5024 |
| LR_7[cache_size=0.1,treshold=0.9] | 0.00770981 | 0.00649424 | 0.00700548 | 0.00685185 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.3] | 49.7349 | 49.6515 | 49.694 | 49.7116 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.5] | 2.16217 | 2.13312 | 2.15185 | 2.1558 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.3] | 74.403 | 74.3708 | 74.3853 | 74.3825 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.5] | 55.4208 | 55.3743 | 55.3977 | 55.3996 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.6] | 41.8287 | 41.7436 | 41.7923 | 41.786 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.7] | 21.8872 | 21.8332 | 21.8692 | 21.8786 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.8] | 0.00191772 | 0.00148926 | 0.00173871 | 0.00186008 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.9] | 0.000165457 | 9.73461e-05 | 0.000130452 | 0.000126539 |
| LR_8[cache_size=0.1,treshold=0.3] | 69.0532 | 69.0238 | 69.041 | 69.0467 |
| LR_8[cache_size=0.1,treshold=0.5] | 54.6622 | 54.5917 | 54.6359 | 54.6467 |
| LR_8[cache_size=0.1,treshold=0.6] | 44.7504 | 44.6907 | 44.7268 | 44.7461 |
| LR_8[cache_size=0.1,treshold=0.7] | 31.2825 | 31.2146 | 31.2384 | 31.2272 |
| LR_8[cache_size=0.1,treshold=0.8] | 12.2738 | 12.2486 | 12.2584 | 12.258 |
| LR_8[cache_size=0.1,treshold=0.9] | 0.00202563 | 0.001441 | 0.00170174 | 0.00156697 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.3] | 49.7657 | 49.6863 | 49.7256 | 49.7413 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.5] | 2.18392 | 2.15847 | 2.17488 | 2.17948 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.3] | 76.6382 | 76.6086 | 76.6228 | 76.6221 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.5] | 59.1242 | 59.0689 | 59.0962 | 59.1006 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.6] | 46.5752 | 46.5374 | 46.5559 | 46.551 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.7] | 28.2165 | 28.1726 | 28.1931 | 28.1911 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.8] | 0.0522507 | 0.0488002 | 0.0503271 | 0.0502013 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.1,treshold=0.3] | 69.0755 | 69.0468 | 69.0634 | 69.0689 |
| LR_9[cache_size=0.1,treshold=0.5] | 54.6932 | 54.6235 | 54.6677 | 54.6782 |
| LR_9[cache_size=0.1,treshold=0.6] | 44.7754 | 44.7194 | 44.7534 | 44.7722 |
| LR_9[cache_size=0.1,treshold=0.7] | 31.2972 | 31.2263 | 31.2513 | 31.24 |
| LR_9[cache_size=0.1,treshold=0.8] | 12.2528 | 12.2285 | 12.2387 | 12.2386 |
| LR_9[cache_size=0.1,treshold=0.9] | 0.00206459 | 0.00149942 | 0.00175042 | 0.00162537 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.3] | 49.655 | 49.5735 | 49.6179 | 49.6333 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.5] | 2.12415 | 2.09168 | 2.10986 | 2.10683 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.3] | 77.3534 | 77.3255 | 77.3386 | 77.337 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.5] | 60.3131 | 60.2684 | 60.2925 | 60.2974 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.6] | 48.0578 | 48.0241 | 48.038 | 48.0258 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.7] | 30.1571 | 30.0959 | 30.1214 | 30.1198 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.8] | 0.202422 | 0.197583 | 0.20052 | 0.200479 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.9] | 1.94675e-05 | 0 | 5.84079e-06 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.3] | 28.6297 | 28.6007 | 28.6113 | 28.6081 |
| LR_decay_rtime[cache_size=0.1,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.2,treshold=0.5] | 48.9285 | 48.8866 | 48.9053 | 48.9058 |
| LR_1_log[cache_size=0.2,treshold=0.5] | 51.6398 | 51.583 | 51.6184 | 51.6212 |
| LR_1_mean[cache_size=0.2,treshold=0.5] | 56.1303 | 56.1189 | 56.1236 | 56.1234 |
| LR_1_robust_scaler[cache_size=0.2,treshold=0.5] | 48.9361 | 48.8951 | 48.9127 | 48.9129 |
| LR_1_std_scaler[cache_size=0.2,treshold=0.5] | 48.915 | 48.8762 | 48.8935 | 48.8944 |
| LR_2[cache_size=0.2,treshold=0.5] | 45.075 | 45.026 | 45.0504 | 45.0499 |
| LR_2_log[cache_size=0.2,treshold=0.5] | 56.0714 | 56.0589 | 56.0675 | 56.07 |
| LR_2_mean[cache_size=0.2,treshold=0.5] | 56.1735 | 56.1604 | 56.1658 | 56.1638 |
| LR_3[cache_size=0.2,treshold=0.5] | 45.0802 | 45.0312 | 45.0553 | 45.0549 |
| LR_3_log[cache_size=0.2,treshold=0.5] | 56.0529 | 56.0376 | 56.0471 | 56.0493 |
| LR_3_mean[cache_size=0.2,treshold=0.5] | 56.151 | 56.1385 | 56.1437 | 56.142 |
| LR_4[cache_size=0.2,treshold=0.5] | 49.6087 | 49.5556 | 49.5781 | 49.5801 |
| LR_4_log[cache_size=0.2,treshold=0.5] | 52.3529 | 52.3202 | 52.3315 | 52.3282 |
| LR_4_mean[cache_size=0.2,treshold=0.5] | 57.2244 | 57.196 | 57.2055 | 57.2024 |
| LR_4_robust_scaler[cache_size=0.2,treshold=0.5] | 49.6061 | 49.5576 | 49.5778 | 49.579 |
| LR_4_std_scaler[cache_size=0.2,treshold=0.5] | 49.5937 | 49.5449 | 49.5646 | 49.5642 |
| LR_5[cache_size=0.2,treshold=0.5] | 49.5957 | 49.5459 | 49.5672 | 49.5682 |
| LR_5_imba[cache_size=0.2,treshold=0.5] | 35.6025 | 35.5926 | 35.5958 | 35.5945 |
| LR_6[cache_size=0.2,treshold=0.5] | 49.606 | 49.5576 | 49.5778 | 49.5788 |
| LR_6_imba[cache_size=0.2,treshold=0.5] | 35.6277 | 35.62 | 35.6239 | 35.6227 |
| LR_7[cache_size=0.2,treshold=0.3] | 69.5891 | 69.5646 | 69.5797 | 69.5878 |
| LR_7[cache_size=0.2,treshold=0.5] | 54.8336 | 54.7859 | 54.8112 | 54.8093 |
| LR_7[cache_size=0.2,treshold=0.6] | 44.5147 | 44.4682 | 44.4938 | 44.4933 |
| LR_7[cache_size=0.2,treshold=0.7] | 30.2947 | 30.2775 | 30.2891 | 30.2932 |
| LR_7[cache_size=0.2,treshold=0.8] | 10.4374 | 10.3694 | 10.4005 | 10.3963 |
| LR_7[cache_size=0.2,treshold=0.9] | 0.00777916 | 0.00636331 | 0.00716753 | 0.00743969 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.3] | 73.4237 | 73.4039 | 73.4154 | 73.4172 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.5] | 54.3649 | 54.347 | 54.3585 | 54.36 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.6] | 40.6872 | 40.6402 | 40.661 | 40.6503 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.7] | 20.4401 | 20.3703 | 20.4024 | 20.4022 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.8] | 0.00403884 | 0.00316667 | 0.00342477 | 0.00329885 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.9] | 0.00201992 | 0.00175939 | 0.00188532 | 0.0018698 |
| LR_8[cache_size=0.2,treshold=0.3] | 69.7063 | 69.6769 | 69.6931 | 69.6982 |
| LR_8[cache_size=0.2,treshold=0.5] | 54.9255 | 54.8923 | 54.9038 | 54.9009 |
| LR_8[cache_size=0.2,treshold=0.6] | 44.5447 | 44.5027 | 44.5249 | 44.5246 |
| LR_8[cache_size=0.2,treshold=0.7] | 30.2211 | 30.2054 | 30.2151 | 30.2175 |
| LR_8[cache_size=0.2,treshold=0.8] | 10.2106 | 10.1508 | 10.1785 | 10.1771 |
| LR_8[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.3] | 76.3836 | 76.355 | 76.3703 | 76.3731 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.5] | 59.3434 | 59.3331 | 59.3377 | 59.3366 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.6] | 47.1565 | 47.1124 | 47.1357 | 47.1395 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.7] | 29.1943 | 29.1601 | 29.1798 | 29.183 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.8] | 0.0752808 | 0.0729147 | 0.0740526 | 0.073592 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.9] | 9.99959e-06 | 0 | 1.99992e-06 | 0 |
| LR_9[cache_size=0.2,treshold=0.3] | 69.7393 | 69.7092 | 69.7248 | 69.7293 |
| LR_9[cache_size=0.2,treshold=0.5] | 54.952 | 54.9204 | 54.9308 | 54.9263 |
| LR_9[cache_size=0.2,treshold=0.6] | 44.5602 | 44.5161 | 44.5394 | 44.5399 |
| LR_9[cache_size=0.2,treshold=0.7] | 30.2082 | 30.1953 | 30.2029 | 30.2049 |
| LR_9[cache_size=0.2,treshold=0.8] | 10.158 | 10.0991 | 10.1267 | 10.1253 |
| LR_9[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.3] | 77.0702 | 77.0428 | 77.0529 | 77.0487 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.5] | 60.5515 | 60.5066 | 60.5284 | 60.5282 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.6] | 48.6781 | 48.6349 | 48.6542 | 48.6533 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.7] | 31.2848 | 31.2405 | 31.2602 | 31.2603 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.8] | 0.394577 | 0.349992 | 0.371714 | 0.367222 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.9] | 2.99988e-05 | 9.98949e-06 | 1.99946e-05 | 1.99978e-05 |
| LR_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.4,treshold=0.5] | 47.679 | 47.6248 | 47.6513 | 47.6471 |
| LR_1_log[cache_size=0.4,treshold=0.5] | 53.6004 | 53.5133 | 53.5535 | 53.5565 |
| LR_1_mean[cache_size=0.4,treshold=0.5] | 56.1774 | 56.1442 | 56.1597 | 56.1563 |
| LR_1_robust_scaler[cache_size=0.4,treshold=0.5] | 47.6793 | 47.6217 | 47.6501 | 47.6458 |
| LR_1_std_scaler[cache_size=0.4,treshold=0.5] | 47.6618 | 47.6099 | 47.6353 | 47.63 |
| LR_2[cache_size=0.4,treshold=0.5] | 52.7435 | 52.6838 | 52.7129 | 52.7113 |
| LR_2_log[cache_size=0.4,treshold=0.5] | 55.5793 | 55.5449 | 55.5696 | 55.5757 |
| LR_2_mean[cache_size=0.4,treshold=0.5] | 56.1826 | 56.1433 | 56.1618 | 56.157 |
| LR_3[cache_size=0.4,treshold=0.5] | 45.4591 | 45.3881 | 45.4196 | 45.421 |
| LR_3_log[cache_size=0.4,treshold=0.5] | 55.5817 | 55.5481 | 55.5725 | 55.579 |
| LR_3_mean[cache_size=0.4,treshold=0.5] | 56.1745 | 56.1366 | 56.1545 | 56.1498 |
| LR_4[cache_size=0.4,treshold=0.5] | 49.0559 | 48.9897 | 49.0205 | 49.0172 |
| LR_4_log[cache_size=0.4,treshold=0.5] | 53.8212 | 53.7175 | 53.7639 | 53.7702 |
| LR_4_mean[cache_size=0.4,treshold=0.5] | 57.2367 | 57.1551 | 57.1941 | 57.1944 |
| LR_4_robust_scaler[cache_size=0.4,treshold=0.5] | 47.7227 | 47.6629 | 47.6895 | 47.6836 |
| LR_4_std_scaler[cache_size=0.4,treshold=0.5] | 47.6924 | 47.6328 | 47.6584 | 47.6522 |
| LR_5[cache_size=0.4,treshold=0.5] | 47.7061 | 47.6488 | 47.6741 | 47.6681 |
| LR_5_imba[cache_size=0.4,treshold=0.5] | 30.4881 | 30.3955 | 30.4244 | 30.4108 |
| LR_6[cache_size=0.4,treshold=0.5] | 47.7233 | 47.6627 | 47.6897 | 47.6849 |
| LR_6_imba[cache_size=0.4,treshold=0.5] | 30.6833 | 30.5817 | 30.6156 | 30.6029 |
| LR_7[cache_size=0.4,treshold=0.3] | 71.2408 | 71.1857 | 71.2103 | 71.2129 |
| LR_7[cache_size=0.4,treshold=0.5] | 56.0155 | 55.9463 | 55.9762 | 55.9707 |
| LR_7[cache_size=0.4,treshold=0.6] | 44.7207 | 44.6566 | 44.6876 | 44.6848 |
| LR_7[cache_size=0.4,treshold=0.7] | 28.1993 | 28.0878 | 28.1311 | 28.1207 |
| LR_7[cache_size=0.4,treshold=0.8] | 6.74312 | 6.65097 | 6.69731 | 6.71616 |
| LR_7[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.3] | 74.7188 | 74.6788 | 74.7056 | 74.7085 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.5] | 56.2845 | 56.2409 | 56.2629 | 56.2634 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.6] | 42.7572 | 42.5779 | 42.6448 | 42.626 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.7] | 21.7223 | 21.5673 | 21.6374 | 21.6323 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.3] | 74.6905 | 74.6504 | 74.6764 | 74.6777 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.5] | 56.2268 | 56.1833 | 56.2043 | 56.2032 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.6] | 42.6263 | 42.4801 | 42.5366 | 42.5238 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.7] | 21.5665 | 21.4238 | 21.4911 | 21.4909 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.4,treshold=0.3] | 71.2314 | 71.1766 | 71.201 | 71.2032 |
| LR_8[cache_size=0.4,treshold=0.5] | 56.0076 | 55.939 | 55.9691 | 55.964 |
| LR_8[cache_size=0.4,treshold=0.6] | 44.7167 | 44.653 | 44.6843 | 44.6826 |
| LR_8[cache_size=0.4,treshold=0.7] | 28.2041 | 28.0924 | 28.1352 | 28.1246 |
| LR_8[cache_size=0.4,treshold=0.8] | 6.75206 | 6.66728 | 6.7124 | 6.72824 |
| LR_8[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.3] | 74.7113 | 74.6711 | 74.6975 | 74.6999 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.5] | 56.275 | 56.2318 | 56.2535 | 56.253 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.6] | 42.7515 | 42.5706 | 42.6373 | 42.6176 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.7] | 21.7276 | 21.5721 | 21.6422 | 21.6371 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.3] | 74.7619 | 74.7233 | 74.7485 | 74.7502 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.5] | 56.3463 | 56.3023 | 56.3237 | 56.3225 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.6] | 42.8284 | 42.6775 | 42.742 | 42.7327 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.7] | 21.8499 | 21.6907 | 21.7593 | 21.7549 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.4,treshold=0.3] | 71.2425 | 71.1869 | 71.2115 | 71.2141 |
| LR_9[cache_size=0.4,treshold=0.5] | 56.0155 | 55.947 | 55.9765 | 55.9711 |
| LR_9[cache_size=0.4,treshold=0.6] | 44.718 | 44.654 | 44.6854 | 44.6834 |
| LR_9[cache_size=0.4,treshold=0.7] | 28.1928 | 28.081 | 28.1242 | 28.114 |
| LR_9[cache_size=0.4,treshold=0.8] | 6.73749 | 6.63896 | 6.68599 | 6.69981 |
| LR_9[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.3] | 74.7275 | 74.6864 | 74.7143 | 74.7171 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.5] | 56.2917 | 56.2477 | 56.2702 | 56.2705 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.6] | 42.7605 | 42.5816 | 42.6485 | 42.63 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.7] | 21.7142 | 21.5611 | 21.6298 | 21.6255 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.3] | 74.7822 | 74.7456 | 74.7703 | 74.7716 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.5] | 56.3686 | 56.3244 | 56.3452 | 56.3428 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.6] | 42.8392 | 42.6929 | 42.759 | 42.7544 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.7] | 21.8423 | 21.6831 | 21.7521 | 21.7482 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| Offline Clock 1st iteration | 0 | 0 | 0 | 0 |
| Offline Clock 2nd iteration | 43.4673 | 41.4753 | 42.6567 | 43.0175 |
| Zipf Optimal Distribution | 17.0869 | 6.59027 | 12.1282 | 13.1121 |
Miss Ratio Reduced (%)
| Model | Max | Min | Avg | Mdn |
|---|---|---|---|---|
| LR_1[cache_size=0.001,treshold=0.5] | -2.62791 | -2.63318 | -2.63076 | -2.62991 |
| LR_1[cache_size=All,treshold=0.5] | 0 | -20.1154 | -8.79607 | -9.58326 |
| LR_1_log[cache_size=0.001,treshold=0.5] | -2.11928 | -2.12275 | -2.12057 | -2.11973 |
| LR_1_log[cache_size=All,treshold=0.5] | -0.447075 | -12.5428 | -6.86296 | -8.06001 |
| LR_1_mean[cache_size=0.001,treshold=0.5] | -2.29301 | -2.32178 | -2.30704 | -2.30639 |
| LR_1_mean[cache_size=All,treshold=0.5] | 0.0274662 | -25.9714 | -12.57 | -15.2456 |
| LR_1_robust_scaler[cache_size=0.001,treshold=0.5] | -2.62774 | -2.63284 | -2.63046 | -2.62957 |
| LR_1_robust_scaler[cache_size=All,treshold=0.5] | -0.0463939 | -20.811 | -9.84902 | -11.634 |
| LR_1_std_scaler[cache_size=0.001,treshold=0.5] | -2.62757 | -2.63249 | -2.63022 | -2.62941 |
| LR_1_std_scaler[cache_size=All,treshold=0.5] | -0.0465645 | -20.8066 | -9.84735 | -11.6322 |
| LR_2[cache_size=0.001,treshold=0.5] | -2.73792 | -2.7427 | -2.74014 | -2.73993 |
| LR_2[cache_size=All,treshold=0.5] | 0 | -16.0663 | -5.46053 | -2.50822 |
| LR_2_log[cache_size=0.001,treshold=0.5] | -3.70964 | -3.71374 | -3.71099 | -3.70999 |
| LR_2_log[cache_size=All,treshold=0.5] | -0.0835814 | -17.2147 | -8.97128 | -10.5699 |
| LR_2_mean[cache_size=0.001,treshold=0.5] | -3.61703 | -3.62493 | -3.62075 | -3.62077 |
| LR_2_mean[cache_size=All,treshold=0.5] | 0.000682298 | -24.7407 | -11.1305 | -12.9127 |
| LR_3[cache_size=0.001,treshold=0.5] | -2.97642 | -2.98051 | -2.97771 | -2.97721 |
| LR_3[cache_size=All,treshold=0.5] | 0 | -16.0663 | -5.46054 | -2.50775 |
| LR_3_log[cache_size=0.001,treshold=0.5] | -3.34462 | -3.34935 | -3.34647 | -3.34605 |
| LR_3_log[cache_size=All,treshold=0.5] | -0.073174 | -16.9461 | -8.81658 | -10.3848 |
| LR_3_mean[cache_size=0.001,treshold=0.5] | -3.25722 | -3.26417 | -3.26091 | -3.26088 |
| LR_3_mean[cache_size=All,treshold=0.5] | 0 | -24.5512 | -10.9792 | -12.5683 |
| LR_4[cache_size=0.001,treshold=0.5] | -2.48856 | -2.49414 | -2.49096 | -2.49039 |
| LR_4[cache_size=All,treshold=0.5] | -0.431361 | -18.4488 | -10.6101 | -13.371 |
| LR_4_log[cache_size=0.001,treshold=0.5] | -2.16073 | -2.16642 | -2.16352 | -2.16288 |
| LR_4_log[cache_size=All,treshold=0.5] | -1.3095 | -8.25893 | -5.42126 | -6.45446 |
| LR_4_mean[cache_size=0.001,treshold=0.5] | -2.28277 | -2.31001 | -2.29654 | -2.29616 |
| LR_4_mean[cache_size=All,treshold=0.5] | -0.432555 | -20.0229 | -10.8456 | -11.9511 |
| LR_4_robust_scaler[cache_size=0.001,treshold=0.5] | -2.4889 | -2.49431 | -2.4912 | -2.49056 |
| LR_4_robust_scaler[cache_size=All,treshold=0.5] | -0.431531 | -18.4488 | -10.6106 | -13.3719 |
| LR_4_std_scaler[cache_size=0.001,treshold=0.5] | -2.48804 | -2.49346 | -2.49031 | -2.48971 |
| LR_4_std_scaler[cache_size=All,treshold=0.5] | -0.432555 | -18.4577 | -10.6203 | -13.3883 |
| LR_5[cache_size=0.001,treshold=0.5] | -2.49721 | -2.50079 | -2.4986 | -2.49823 |
| LR_5[cache_size=All,treshold=0.5] | -0.432043 | -18.4432 | -10.609 | -13.3696 |
| LR_5_imba[cache_size=0.001,treshold=0.5] | -1.61449 | -1.61784 | -1.61611 | -1.61577 |
| LR_5_imba[cache_size=All,treshold=0.5] | 0 | -9.23627 | -2.34143 | 0 |
| LR_6[cache_size=0.001,treshold=0.5] | -2.49721 | -2.50096 | -2.4987 | -2.49823 |
| LR_6[cache_size=All,treshold=0.5] | -0.432043 | -18.4488 | -10.6121 | -13.3738 |
| LR_6_imba[cache_size=0.001,treshold=0.5] | -1.61568 | -1.61887 | -1.61716 | -1.61679 |
| LR_6_imba[cache_size=All,treshold=0.5] | 0 | -9.23259 | -2.33873 | 0 |
| LR_7[cache_size=0.001,treshold=0.3] | -3.97043 | -3.97459 | -3.97269 | -3.97284 |
| LR_7[cache_size=0.001,treshold=0.5] | -2.68215 | -2.6876 | -2.68456 | -2.68416 |
| LR_7[cache_size=0.001,treshold=0.6] | -1.90788 | -1.91206 | -1.91004 | -1.90958 |
| LR_7[cache_size=0.001,treshold=0.7] | -1.00809 | -1.01181 | -1.00964 | -1.00895 |
| LR_7[cache_size=0.001,treshold=0.8] | -0.118736 | -0.120596 | -0.119813 | -0.119908 |
| LR_7[cache_size=0.001,treshold=0.9] | 0.0279742 | 0.0264382 | 0.0270193 | 0.0269494 |
| LR_7[cache_size=All,treshold=0.3] | -3.70077 | -25.997 | -15.5432 | -17.1001 |
| LR_7[cache_size=All,treshold=0.5] | -0.231799 | -23.5267 | -12.98 | -15.4389 |
| LR_7[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.3] | -3.14216 | -3.14853 | -3.14525 | -3.14522 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.5] | -2.06088 | -2.06611 | -2.06472 | -2.06593 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.6] | -1.45936 | -1.46595 | -1.46187 | -1.46199 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.7] | -0.812405 | -0.819211 | -0.8159 | -0.816199 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.8] | -0.218024 | -0.219692 | -0.21919 | -0.219359 |
| LR_7_decay_rtime[cache_size=0.001,treshold=0.9] | 0.016548 | 0.0141572 | 0.0154542 | 0.0156928 |
| LR_7_decay_rtime[cache_size=All,treshold=0.3] | -3.29073 | -26.3794 | -15.0666 | -16.1828 |
| LR_7_decay_rtime[cache_size=All,treshold=0.5] | -0.288256 | -24.3148 | -11.9108 | -12.0629 |
| LR_7_decay_rtime[cache_size=All,treshold=0.6] | 0.00102345 | -0.118677 | -0.0783243 | -0.0952679 |
| LR_7_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.3] | -2.78892 | -2.79426 | -2.79083 | -2.79025 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.5] | -1.15752 | -1.16277 | -1.15965 | -1.16007 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.6] | -0.11292 | -0.115308 | -0.11415 | -0.114281 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.3] | -3.82087 | -26.7729 | -16.0219 | -17.4877 |
| LR_7_decay_vtime[cache_size=All,treshold=0.5] | 0 | -25.8109 | -12.6911 | -15.1248 |
| LR_7_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.001,treshold=0.3] | -4.01444 | -4.01775 | -4.01608 | -4.01587 |
| LR_8[cache_size=0.001,treshold=0.5] | -2.63729 | -2.64109 | -2.63888 | -2.63759 |
| LR_8[cache_size=0.001,treshold=0.6] | -1.83384 | -1.83685 | -1.83502 | -1.83453 |
| LR_8[cache_size=0.001,treshold=0.7] | -0.98609 | -0.990322 | -0.98825 | -0.988138 |
| LR_8[cache_size=0.001,treshold=0.8] | -0.180322 | -0.182173 | -0.181459 | -0.181491 |
| LR_8[cache_size=0.001,treshold=0.9] | 0.0262684 | 0.024732 | 0.0251088 | 0.0247333 |
| LR_8[cache_size=All,treshold=0.3] | -3.76882 | -25.9926 | -15.5579 | -17.0987 |
| LR_8[cache_size=All,treshold=0.5] | -0.198197 | -23.433 | -12.7635 | -15.23 |
| LR_8[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.3] | -3.15137 | -3.15706 | -3.15372 | -3.15392 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.5] | -2.04331 | -2.04734 | -2.04562 | -2.04577 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.6] | -1.43616 | -1.44258 | -1.43922 | -1.43948 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.7] | -0.800295 | -0.806928 | -0.803789 | -0.803747 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.8] | -0.22536 | -0.227027 | -0.226389 | -0.226693 |
| LR_8_decay_rtime[cache_size=0.001,treshold=0.9] | 0.0153538 | 0.0134749 | 0.0144649 | 0.0148392 |
| LR_8_decay_rtime[cache_size=All,treshold=0.3] | -3.29891 | -26.3772 | -15.064 | -16.1757 |
| LR_8_decay_rtime[cache_size=All,treshold=0.5] | -0.305483 | -24.3472 | -11.8981 | -12.0203 |
| LR_8_decay_rtime[cache_size=All,treshold=0.6] | 0.00119396 | -0.10956 | -0.0779619 | -0.0935919 |
| LR_8_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.3] | -2.78722 | -2.79204 | -2.78899 | -2.78906 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.5] | -1.15325 | -1.15816 | -1.15576 | -1.15512 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.6] | -0.0400849 | -0.0411085 | -0.0403924 | -0.0402542 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.3] | -3.85686 | -26.7763 | -16.0349 | -17.4948 |
| LR_8_decay_vtime[cache_size=All,treshold=0.5] | 0 | -23.9035 | -10.4356 | -11.3501 |
| LR_8_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.001,treshold=0.3] | -3.96548 | -3.96965 | -3.96764 | -3.96773 |
| LR_9[cache_size=0.001,treshold=0.5] | -2.66181 | -2.66627 | -2.66403 | -2.66403 |
| LR_9[cache_size=0.001,treshold=0.6] | -1.89389 | -1.89739 | -1.89551 | -1.89482 |
| LR_9[cache_size=0.001,treshold=0.7] | -1.01543 | -1.0183 | -1.01657 | -1.0164 |
| LR_9[cache_size=0.001,treshold=0.8] | -0.148591 | -0.150271 | -0.149664 | -0.149935 |
| LR_9[cache_size=0.001,treshold=0.9] | 0.0279742 | 0.0262676 | 0.0268828 | 0.0267788 |
| LR_9[cache_size=All,treshold=0.3] | -3.75808 | -25.997 | -15.5573 | -17.1001 |
| LR_9[cache_size=All,treshold=0.5] | -0.170939 | -23.4665 | -12.7712 | -15.2422 |
| LR_9[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.3] | -3.1396 | -3.14512 | -3.14167 | -3.14113 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.5] | -2.05491 | -2.05935 | -2.058 | -2.05876 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.6] | -1.45834 | -1.46458 | -1.46099 | -1.46114 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.7] | -0.820422 | -0.827058 | -0.82419 | -0.824387 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.8] | -0.233548 | -0.235052 | -0.234474 | -0.234699 |
| LR_9_decay_rtime[cache_size=0.001,treshold=0.9] | 0.016548 | 0.0139866 | 0.0153519 | 0.0156928 |
| LR_9_decay_rtime[cache_size=All,treshold=0.3] | -3.30267 | -26.3783 | -15.0668 | -16.1799 |
| LR_9_decay_rtime[cache_size=All,treshold=0.5] | -0.311794 | -24.4129 | -11.9148 | -12.0316 |
| LR_9_decay_rtime[cache_size=All,treshold=0.6] | 0.000852871 | -0.103145 | -0.0680807 | -0.0785597 |
| LR_9_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.3] | -2.90542 | -2.91058 | -2.90723 | -2.90665 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.5] | -1.29005 | -1.2941 | -1.29194 | -1.29193 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.6] | -0.0735175 | -0.0748822 | -0.0740983 | -0.0740268 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.3] | -3.88245 | -26.7774 | -16.0444 | -17.4967 |
| LR_9_decay_vtime[cache_size=All,treshold=0.5] | 0 | -24.5567 | -10.9928 | -12.5617 |
| LR_9_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.3] | -7.22005 | -7.22376 | -7.2222 | -7.22243 |
| LR_decay_rtime[cache_size=0.001,treshold=0.5] | -5.00406 | -5.01046 | -5.00665 | -5.00602 |
| LR_decay_rtime[cache_size=0.001,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.3] | -6.35511 | -26.1743 | -15.3614 | -15.5483 |
| LR_decay_rtime[cache_size=All,treshold=0.5] | -1.55188 | -22.277 | -9.75721 | -8.14738 |
| LR_decay_rtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.3] | -2.88052 | -2.88807 | -2.88345 | -2.88379 |
| LR_decay_vtime[cache_size=0.001,treshold=0.5] | -1.55188 | -1.55712 | -1.55364 | -1.55283 |
| LR_decay_vtime[cache_size=0.001,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.001,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.3] | -3.41934 | -26.7261 | -15.6742 | -17.3302 |
| LR_decay_vtime[cache_size=All,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=All,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.01,treshold=0.5] | -3.30088 | -3.31167 | -3.30621 | -3.30691 |
| LR_1_log[cache_size=0.01,treshold=0.5] | -2.8345 | -2.84422 | -2.83928 | -2.83929 |
| LR_1_mean[cache_size=0.01,treshold=0.5] | -3.99662 | -4.04962 | -4.03214 | -4.04288 |
| LR_1_robust_scaler[cache_size=0.01,treshold=0.5] | -3.30112 | -3.31241 | -3.3066 | -3.30691 |
| LR_1_std_scaler[cache_size=0.01,treshold=0.5] | -3.30186 | -3.31291 | -3.30715 | -3.30741 |
| LR_2[cache_size=0.01,treshold=0.5] | -3.71197 | -3.72137 | -3.71727 | -3.71805 |
| LR_2_log[cache_size=0.01,treshold=0.5] | -4.91393 | -4.93098 | -4.92148 | -4.92004 |
| LR_2_mean[cache_size=0.01,treshold=0.5] | -4.94058 | -4.95591 | -4.94764 | -4.94669 |
| LR_3[cache_size=0.01,treshold=0.5] | -3.69174 | -3.70039 | -3.69644 | -3.69733 |
| LR_3_log[cache_size=0.01,treshold=0.5] | -4.84509 | -4.8599 | -4.85106 | -4.8497 |
| LR_3_mean[cache_size=0.01,treshold=0.5] | -4.86976 | -4.88507 | -4.87697 | -4.87562 |
| LR_4[cache_size=0.01,treshold=0.5] | -3.15258 | -3.16482 | -3.15825 | -3.15861 |
| LR_4_log[cache_size=0.01,treshold=0.5] | -2.88879 | -2.90074 | -2.89451 | -2.89383 |
| LR_4_mean[cache_size=0.01,treshold=0.5] | -3.86831 | -3.9122 | -3.89573 | -3.90247 |
| LR_4_robust_scaler[cache_size=0.01,treshold=0.5] | -3.15307 | -3.16556 | -3.15884 | -3.15935 |
| LR_4_std_scaler[cache_size=0.01,treshold=0.5] | -3.15258 | -3.16507 | -3.15835 | -3.15885 |
| LR_5[cache_size=0.01,treshold=0.5] | -3.15356 | -3.16581 | -3.15929 | -3.15935 |
| LR_5_imba[cache_size=0.01,treshold=0.5] | -2.01749 | -2.02827 | -2.02273 | -2.02151 |
| LR_6[cache_size=0.01,treshold=0.5] | -3.15258 | -3.16482 | -3.15825 | -3.15861 |
| LR_6_imba[cache_size=0.01,treshold=0.5] | -2.01872 | -2.02975 | -2.02407 | -2.02295 |
| LR_7[cache_size=0.01,treshold=0.3] | -5.19672 | -5.21209 | -5.20132 | -5.19862 |
| LR_7[cache_size=0.01,treshold=0.5] | -3.43931 | -3.45556 | -3.44835 | -3.44979 |
| LR_7[cache_size=0.01,treshold=0.6] | -2.44611 | -2.46043 | -2.45378 | -2.45409 |
| LR_7[cache_size=0.01,treshold=0.7] | -1.33841 | -1.34486 | -1.34122 | -1.34167 |
| LR_7[cache_size=0.01,treshold=0.8] | -0.234699 | -0.237081 | -0.235809 | -0.235455 |
| LR_7[cache_size=0.01,treshold=0.9] | 0.0399803 | 0.0380085 | 0.0390876 | 0.0389789 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.3] | -4.1438 | -4.15896 | -4.14812 | -4.14635 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.5] | -2.63315 | -2.64726 | -2.63831 | -2.63746 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.6] | -1.80306 | -1.81108 | -1.80622 | -1.80583 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.7] | -0.915471 | -0.924887 | -0.919694 | -0.919204 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.8] | -0.152764 | -0.16011 | -0.156301 | -0.15719 |
| LR_7_decay_rtime[cache_size=0.01,treshold=0.9] | 0.000246792 | 0 | 4.93583e-05 | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.3] | -0.00764975 | -0.008143 | -0.00789646 | -0.00789733 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.5] | -0.00148075 | -0.00172766 | -0.001678 | -0.0017273 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | -0.000246808 | -0.000197407 | -0.000246758 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | -0.000246758 | -4.93515e-05 | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.01,treshold=0.3] | -5.19474 | -5.21061 | -5.19949 | -5.19665 |
| LR_8[cache_size=0.01,treshold=0.5] | -3.43684 | -3.45334 | -3.44608 | -3.44757 |
| LR_8[cache_size=0.01,treshold=0.6] | -2.44537 | -2.45969 | -2.45309 | -2.4536 |
| LR_8[cache_size=0.01,treshold=0.7] | -1.34039 | -1.34659 | -1.34314 | -1.34364 |
| LR_8[cache_size=0.01,treshold=0.8] | -0.238368 | -0.241028 | -0.239461 | -0.239157 |
| LR_8[cache_size=0.01,treshold=0.9] | 0.0399761 | 0.0377616 | 0.0388902 | 0.0387322 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.3] | -4.13961 | -4.15427 | -4.14378 | -4.14215 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.5] | -2.62896 | -2.64257 | -2.63402 | -2.6333 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.6] | -1.8033 | -1.81207 | -1.80681 | -1.80608 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.7] | -0.922133 | -0.931548 | -0.926652 | -0.92636 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.8] | -0.161649 | -0.168991 | -0.165086 | -0.165827 |
| LR_8_decay_rtime[cache_size=0.01,treshold=0.9] | 0.00148075 | 0.000740273 | 0.00108578 | 0.000987233 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.3] | -1.3167 | -1.32454 | -1.32034 | -1.31872 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.01,treshold=0.3] | -5.2172 | -5.23283 | -5.22145 | -5.21849 |
| LR_9[cache_size=0.01,treshold=0.5] | -3.45781 | -3.47284 | -3.46606 | -3.46706 |
| LR_9[cache_size=0.01,treshold=0.6] | -2.45006 | -2.46413 | -2.45739 | -2.4568 |
| LR_9[cache_size=0.01,treshold=0.7] | -1.31917 | -1.32585 | -1.32227 | -1.32267 |
| LR_9[cache_size=0.01,treshold=0.8] | -0.20311 | -0.20649 | -0.205012 | -0.205344 |
| LR_9[cache_size=0.01,treshold=0.9] | 0.0402229 | 0.0380085 | 0.0391863 | 0.0389789 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.3] | -4.14528 | -4.1602 | -4.1495 | -4.14758 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.5] | -2.63364 | -2.648 | -2.63891 | -2.63771 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.6] | -1.79936 | -1.80713 | -1.80262 | -1.80263 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.7] | -0.906587 | -0.915759 | -0.910711 | -0.910567 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.8] | -0.143366 | -0.150982 | -0.146825 | -0.147813 |
| LR_9_decay_rtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.3] | -1.88622 | -1.89401 | -1.89012 | -1.88949 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.3] | -7.0089 | -7.02293 | -7.01312 | -7.01078 |
| LR_decay_rtime[cache_size=0.01,treshold=0.5] | -4.19472 | -4.20018 | -4.19683 | -4.1969 |
| LR_decay_rtime[cache_size=0.01,treshold=0.6] | -2.72174 | -2.72751 | -2.72518 | -2.7255 |
| LR_decay_rtime[cache_size=0.01,treshold=0.7] | -2.1115 | -2.11627 | -2.11374 | -2.11292 |
| LR_decay_rtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.01,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.1,treshold=0.5] | -4.14973 | -4.16384 | -4.15709 | -4.1564 |
| LR_1_log[cache_size=0.1,treshold=0.5] | -4.01857 | -4.02868 | -4.02327 | -4.02368 |
| LR_1_mean[cache_size=0.1,treshold=0.5] | -7.04833 | -7.06071 | -7.055 | -7.05716 |
| LR_1_robust_scaler[cache_size=0.1,treshold=0.5] | -4.14927 | -4.16291 | -4.15652 | -4.15594 |
| LR_1_std_scaler[cache_size=0.1,treshold=0.5] | -4.15067 | -4.16478 | -4.15821 | -4.15734 |
| LR_2[cache_size=0.1,treshold=0.5] | -5.38921 | -5.40088 | -5.39681 | -5.3983 |
| LR_2_log[cache_size=0.1,treshold=0.5] | -7.1286 | -7.14162 | -7.13589 | -7.13758 |
| LR_2_mean[cache_size=0.1,treshold=0.5] | -7.12533 | -7.13741 | -7.13206 | -7.13291 |
| LR_3[cache_size=0.1,treshold=0.5] | -5.38968 | -5.4014 | -5.39718 | -5.39877 |
| LR_3_log[cache_size=0.1,treshold=0.5] | -7.11926 | -7.13274 | -7.12663 | -7.12823 |
| LR_3_mean[cache_size=0.1,treshold=0.5] | -7.11599 | -7.12853 | -7.1228 | -7.12355 |
| LR_4[cache_size=0.1,treshold=0.5] | -4.00101 | -4.01699 | -4.00877 | -4.00686 |
| LR_4_log[cache_size=0.1,treshold=0.5] | -4.04263 | -4.05393 | -4.04767 | -4.04429 |
| LR_4_mean[cache_size=0.1,treshold=0.5] | -6.61346 | -6.63356 | -6.62484 | -6.62283 |
| LR_4_robust_scaler[cache_size=0.1,treshold=0.5] | -4.00007 | -4.01652 | -4.0083 | -4.00639 |
| LR_4_std_scaler[cache_size=0.1,treshold=0.5] | -4.00007 | -4.01652 | -4.0083 | -4.00639 |
| LR_5[cache_size=0.1,treshold=0.5] | -4.00382 | -4.02073 | -4.01223 | -4.01013 |
| LR_5_imba[cache_size=0.1,treshold=0.5] | -2.51095 | -2.52698 | -2.519 | -2.51868 |
| LR_6[cache_size=0.1,treshold=0.5] | -4.00101 | -4.01745 | -4.00915 | -4.00733 |
| LR_6_imba[cache_size=0.1,treshold=0.5] | -2.51048 | -2.52605 | -2.51815 | -2.51774 |
| LR_7[cache_size=0.1,treshold=0.3] | -7.48836 | -7.50548 | -7.49648 | -7.49505 |
| LR_7[cache_size=0.1,treshold=0.5] | -4.77549 | -4.79008 | -4.78344 | -4.78262 |
| LR_7[cache_size=0.1,treshold=0.6] | -3.2934 | -3.30703 | -3.2989 | -3.29839 |
| LR_7[cache_size=0.1,treshold=0.7] | -1.69359 | -1.70679 | -1.70037 | -1.70187 |
| LR_7[cache_size=0.1,treshold=0.8] | -0.231974 | -0.239418 | -0.235936 | -0.236579 |
| LR_7[cache_size=0.1,treshold=0.9] | -0.00140198 | -0.00140307 | -0.00140271 | -0.00140284 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.3] | -3.50293 | -3.52498 | -3.51352 | -3.51477 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.5] | -0.264707 | -0.267942 | -0.266329 | -0.266376 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.3] | -10.499 | -10.5179 | -10.5053 | -10.5041 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.5] | -6.9141 | -6.93023 | -6.92296 | -6.92535 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.6] | -4.81674 | -4.83372 | -4.82843 | -4.83257 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.7] | -2.27168 | -2.27976 | -2.27707 | -2.27812 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.8] | -0.000467548 | -0.000934654 | -0.000561037 | -0.000467681 |
| LR_7_decay_vtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.1,treshold=0.3] | -7.5122 | -7.52793 | -7.51883 | -7.51797 |
| LR_8[cache_size=0.1,treshold=0.5] | -4.78204 | -4.79709 | -4.78999 | -4.78862 |
| LR_8[cache_size=0.1,treshold=0.6] | -3.28639 | -3.30095 | -3.29227 | -3.29092 |
| LR_8[cache_size=0.1,treshold=0.7] | -1.67256 | -1.68575 | -1.67877 | -1.6799 |
| LR_8[cache_size=0.1,treshold=0.8] | -0.209525 | -0.216505 | -0.213212 | -0.213101 |
| LR_8[cache_size=0.1,treshold=0.9] | 0 | -0.000467681 | -0.000280511 | -0.000467327 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.3] | -3.50995 | -3.53106 | -3.51997 | -3.52131 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.5] | -0.267981 | -0.271216 | -0.269415 | -0.26918 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.3] | -10.99 | -11.0043 | -10.9938 | -10.9912 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.5] | -7.54733 | -7.56394 | -7.55446 | -7.54977 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.6] | -5.51679 | -5.52996 | -5.52529 | -5.52641 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.7] | -3.02501 | -3.03949 | -3.0323 | -3.0339 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.8] | -0.00187072 | -0.00280614 | -0.00243137 | -0.00233807 |
| LR_8_decay_vtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.1,treshold=0.3] | -7.51501 | -7.53074 | -7.52154 | -7.52078 |
| LR_9[cache_size=0.1,treshold=0.5] | -4.78297 | -4.7985 | -4.79111 | -4.78917 |
| LR_9[cache_size=0.1,treshold=0.6] | -3.28546 | -3.30049 | -3.2917 | -3.29045 |
| LR_9[cache_size=0.1,treshold=0.7] | -1.66976 | -1.68341 | -1.67615 | -1.67714 |
| LR_9[cache_size=0.1,treshold=0.8] | -0.205783 | -0.212734 | -0.209565 | -0.209362 |
| LR_9[cache_size=0.1,treshold=0.9] | 0 | -0.000467681 | -0.000280511 | -0.000467327 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.3] | -3.48983 | -3.51141 | -3.50015 | -3.50215 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.5] | -0.260031 | -0.263266 | -0.261466 | -0.261236 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.3] | -11.1495 | -11.1638 | -11.154 | -11.1528 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.5] | -7.75716 | -7.77207 | -7.76449 | -7.76491 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.6] | -5.74251 | -5.7582 | -5.75132 | -5.75177 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.7] | -3.26101 | -3.28124 | -3.27113 | -3.27049 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.8] | -0.00935362 | -0.0112158 | -0.01038 | -0.0102875 |
| LR_9_decay_vtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.3] | -3.67259 | -3.68446 | -3.68007 | -3.68012 |
| LR_decay_rtime[cache_size=0.1,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.1,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.2,treshold=0.5] | -4.34532 | -4.3589 | -4.3518 | -4.35281 |
| LR_1_log[cache_size=0.2,treshold=0.5] | -4.49586 | -4.51532 | -4.50601 | -4.50932 |
| LR_1_mean[cache_size=0.2,treshold=0.5] | -8.05283 | -8.06224 | -8.05794 | -8.05928 |
| LR_1_robust_scaler[cache_size=0.2,treshold=0.5] | -4.34598 | -4.3602 | -4.35245 | -4.35281 |
| LR_1_std_scaler[cache_size=0.2,treshold=0.5] | -4.34925 | -4.36282 | -4.3552 | -4.35608 |
| LR_2[cache_size=0.2,treshold=0.5] | -6.12635 | -6.15169 | -6.14085 | -6.14131 |
| LR_2_log[cache_size=0.2,treshold=0.5] | -8.0345 | -8.04915 | -8.04131 | -8.04029 |
| LR_2_mean[cache_size=0.2,treshold=0.5] | -8.06134 | -8.07205 | -8.0671 | -8.06845 |
| LR_3[cache_size=0.2,treshold=0.5] | -6.127 | -6.15235 | -6.14164 | -6.14262 |
| LR_3_log[cache_size=0.2,treshold=0.5] | -8.03058 | -8.04588 | -8.03725 | -8.03613 |
| LR_3_mean[cache_size=0.2,treshold=0.5] | -8.05676 | -8.06747 | -8.06252 | -8.06386 |
| LR_4[cache_size=0.2,treshold=0.5] | -4.18562 | -4.20051 | -4.19182 | -4.19302 |
| LR_4_log[cache_size=0.2,treshold=0.5] | -4.49324 | -4.50943 | -4.50038 | -4.49624 |
| LR_4_mean[cache_size=0.2,treshold=0.5] | -7.44372 | -7.45725 | -7.45207 | -7.45427 |
| LR_4_robust_scaler[cache_size=0.2,treshold=0.5] | -4.18562 | -4.1992 | -4.19169 | -4.19237 |
| LR_4_std_scaler[cache_size=0.2,treshold=0.5] | -4.18627 | -4.20116 | -4.19287 | -4.19368 |
| LR_5[cache_size=0.2,treshold=0.5] | -4.18955 | -4.20378 | -4.19562 | -4.1963 |
| LR_5_imba[cache_size=0.2,treshold=0.5] | -2.44592 | -2.46081 | -2.45239 | -2.45302 |
| LR_6[cache_size=0.2,treshold=0.5] | -4.18562 | -4.1992 | -4.19169 | -4.19237 |
| LR_6_imba[cache_size=0.2,treshold=0.5] | -2.44199 | -2.45623 | -2.44872 | -2.44975 |
| LR_7[cache_size=0.2,treshold=0.3] | -8.57414 | -8.57858 | -8.57596 | -8.57545 |
| LR_7[cache_size=0.2,treshold=0.5] | -5.22041 | -5.23591 | -5.22656 | -5.22357 |
| LR_7[cache_size=0.2,treshold=0.6] | -3.42769 | -3.44523 | -3.43567 | -3.43798 |
| LR_7[cache_size=0.2,treshold=0.7] | -1.56102 | -1.57424 | -1.56833 | -1.56881 |
| LR_7[cache_size=0.2,treshold=0.8] | -0.0824656 | -0.0942717 | -0.0864022 | -0.0844324 |
| LR_7[cache_size=0.2,treshold=0.9] | -0.00196289 | -0.00261941 | -0.00209466 | -0.00196354 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.3] | -11.9998 | -12.0079 | -12.0043 | -12.0053 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.5] | -7.70464 | -7.71611 | -7.70984 | -7.71024 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.6] | -5.26023 | -5.27943 | -5.27172 | -5.27146 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.7] | -2.33718 | -2.34959 | -2.34451 | -2.34631 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.8] | -0.00130933 | -0.00196456 | -0.00183276 | -0.00196347 |
| LR_7_decay_vtime[cache_size=0.2,treshold=0.9] | -0.000654296 | -0.00130971 | -0.00104733 | -0.00130898 |
| LR_8[cache_size=0.2,treshold=0.3] | -8.59705 | -8.60215 | -8.599 | -8.59867 |
| LR_8[cache_size=0.2,treshold=0.5] | -5.2263 | -5.24376 | -5.23349 | -5.23031 |
| LR_8[cache_size=0.2,treshold=0.6] | -3.42246 | -3.43868 | -3.42978 | -3.43143 |
| LR_8[cache_size=0.2,treshold=0.7] | -1.54465 | -1.55526 | -1.55053 | -1.55114 |
| LR_8[cache_size=0.2,treshold=0.8] | -0.0687596 | -0.0792144 | -0.0729181 | -0.0719966 |
| LR_8[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.3] | -12.7867 | -12.7948 | -12.7906 | -12.7918 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.5] | -8.71358 | -8.72569 | -8.71904 | -8.71806 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.6] | -6.35352 | -6.37808 | -6.3689 | -6.37301 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.7] | -3.5205 | -3.53752 | -3.52901 | -3.52864 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.8] | -0.00458142 | -0.00588866 | -0.00497457 | -0.00458397 |
| LR_8_decay_vtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.2,treshold=0.3] | -8.60164 | -8.60739 | -8.6041 | -8.60359 |
| LR_9[cache_size=0.2,treshold=0.5] | -5.22892 | -5.24507 | -5.23546 | -5.23359 |
| LR_9[cache_size=0.2,treshold=0.6] | -3.4218 | -3.43868 | -3.42939 | -3.43078 |
| LR_9[cache_size=0.2,treshold=0.7] | -1.54138 | -1.55264 | -1.54791 | -1.54852 |
| LR_9[cache_size=0.2,treshold=0.8] | -0.0674499 | -0.0779051 | -0.0718708 | -0.0713421 |
| LR_9[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.3] | -12.9773 | -12.9869 | -12.9817 | -12.9805 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.5] | -8.95908 | -8.96844 | -8.96516 | -8.96554 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.6] | -6.62913 | -6.65027 | -6.64225 | -6.64807 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.7] | -3.8196 | -3.83482 | -3.82645 | -3.82367 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.8] | -0.0333802 | -0.0366718 | -0.0349539 | -0.0346879 |
| LR_9_decay_vtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.2,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_1[cache_size=0.4,treshold=0.5] | -4.27173 | -4.33018 | -4.29553 | -4.28948 |
| LR_1_log[cache_size=0.4,treshold=0.5] | -4.87156 | -4.92392 | -4.89566 | -4.89544 |
| LR_1_mean[cache_size=0.4,treshold=0.5] | -8.93002 | -8.97831 | -8.94945 | -8.94771 |
| LR_1_robust_scaler[cache_size=0.4,treshold=0.5] | -4.27263 | -4.32985 | -4.29562 | -4.28925 |
| LR_1_std_scaler[cache_size=0.4,treshold=0.5] | -4.28934 | -4.34769 | -4.31314 | -4.30698 |
| LR_2[cache_size=0.4,treshold=0.5] | -8.08884 | -8.14444 | -8.11281 | -8.11011 |
| LR_2_log[cache_size=0.4,treshold=0.5] | -8.47372 | -8.52637 | -8.49845 | -8.49391 |
| LR_2_mean[cache_size=0.4,treshold=0.5] | -8.92723 | -8.98198 | -8.9513 | -8.95072 |
| LR_3[cache_size=0.4,treshold=0.5] | -6.61497 | -6.67559 | -6.64662 | -6.65118 |
| LR_3_log[cache_size=0.4,treshold=0.5] | -8.47405 | -8.52804 | -8.4993 | -8.49514 |
| LR_3_mean[cache_size=0.4,treshold=0.5] | -8.92534 | -8.97998 | -8.94963 | -8.94938 |
| LR_4[cache_size=0.4,treshold=0.5] | -4.48902 | -4.54879 | -4.51535 | -4.50886 |
| LR_4_log[cache_size=0.4,treshold=0.5] | -4.8496 | -4.90385 | -4.87695 | -4.87794 |
| LR_4_mean[cache_size=0.4,treshold=0.5] | -8.12873 | -8.18992 | -8.16157 | -8.16416 |
| LR_4_robust_scaler[cache_size=0.4,treshold=0.5] | -4.20945 | -4.26642 | -4.23389 | -4.22739 |
| LR_4_std_scaler[cache_size=0.4,treshold=0.5] | -4.22092 | -4.27712 | -4.24497 | -4.23898 |
| LR_5[cache_size=0.4,treshold=0.5] | -4.22293 | -4.27991 | -4.24724 | -4.24121 |
| LR_5_imba[cache_size=0.4,treshold=0.5] | -1.87457 | -1.92023 | -1.90385 | -1.90786 |
| LR_6[cache_size=0.4,treshold=0.5] | -4.20755 | -4.2653 | -4.23215 | -4.22583 |
| LR_6_imba[cache_size=0.4,treshold=0.5] | -1.86677 | -1.91856 | -1.89866 | -1.90084 |
| LR_7[cache_size=0.4,treshold=0.3] | -9.46621 | -9.52188 | -9.49432 | -9.49426 |
| LR_7[cache_size=0.4,treshold=0.5] | -5.35293 | -5.42246 | -5.39159 | -5.38726 |
| LR_7[cache_size=0.4,treshold=0.6] | -3.23244 | -3.29443 | -3.26094 | -3.25586 |
| LR_7[cache_size=0.4,treshold=0.7] | -1.19619 | -1.23474 | -1.22055 | -1.22163 |
| LR_7[cache_size=0.4,treshold=0.8] | -0.102515 | -0.129588 | -0.117868 | -0.122509 |
| LR_7[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.3] | -14.2212 | -14.2806 | -14.2569 | -14.2594 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.5] | -8.94372 | -8.99347 | -8.96704 | -8.9665 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.6] | -6.01894 | -6.07305 | -6.05097 | -6.05766 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.7] | -2.62092 | -2.65443 | -2.63995 | -2.64782 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.3] | -14.2101 | -14.2717 | -14.2464 | -14.2493 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.5] | -8.92924 | -8.97786 | -8.95177 | -8.95194 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.6] | -6.00189 | -6.05432 | -6.0338 | -6.0415 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.7] | -2.60521 | -2.63715 | -2.62185 | -2.62953 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_7_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8[cache_size=0.4,treshold=0.3] | -9.46543 | -9.52076 | -9.4928 | -9.49181 |
| LR_8[cache_size=0.4,treshold=0.5] | -5.35315 | -5.42279 | -5.39183 | -5.38793 |
| LR_8[cache_size=0.4,treshold=0.6] | -3.23378 | -3.29477 | -3.26206 | -3.25686 |
| LR_8[cache_size=0.4,treshold=0.7] | -1.19797 | -1.2363 | -1.22197 | -1.2223 |
| LR_8[cache_size=0.4,treshold=0.8] | -0.103295 | -0.130034 | -0.118113 | -0.122286 |
| LR_8[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.3] | -14.2179 | -14.2784 | -14.254 | -14.2571 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.5] | -8.94127 | -8.99213 | -8.96486 | -8.96416 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.6] | -6.01771 | -6.07204 | -6.04986 | -6.05588 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.7] | -2.62136 | -2.65554 | -2.64071 | -2.64837 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.3] | -14.2346 | -14.2951 | -14.2707 | -14.2739 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.5] | -8.95542 | -9.00551 | -8.98024 | -8.98156 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.6] | -6.03309 | -6.08709 | -6.06453 | -6.07048 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.7] | -2.63462 | -2.67115 | -2.65468 | -2.66266 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_8_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9[cache_size=0.4,treshold=0.3] | -9.46666 | -9.52165 | -9.49456 | -9.49459 |
| LR_9[cache_size=0.4,treshold=0.5] | -5.35326 | -5.42312 | -5.39172 | -5.38693 |
| LR_9[cache_size=0.4,treshold=0.6] | -3.23233 | -3.29443 | -3.2609 | -3.25575 |
| LR_9[cache_size=0.4,treshold=0.7] | -1.19608 | -1.23507 | -1.22055 | -1.2213 |
| LR_9[cache_size=0.4,treshold=0.8] | -0.103183 | -0.129477 | -0.118047 | -0.122509 |
| LR_9[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.3] | -14.2234 | -14.2828 | -14.2598 | -14.2627 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.5] | -8.94528 | -8.99536 | -8.96872 | -8.96862 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.6] | -6.01994 | -6.07383 | -6.05191 | -6.05822 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.7] | -2.61958 | -2.65387 | -2.63926 | -2.64715 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.3] | -14.2402 | -14.3029 | -14.2785 | -14.2806 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.5] | -8.9601 | -9.01164 | -8.98552 | -8.98669 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.6] | -6.03666 | -6.09022 | -6.06702 | -6.07271 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.7] | -2.63362 | -2.67059 | -2.65404 | -2.66186 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_9_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_rtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.3] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.5] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.6] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.7] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.8] | 0 | 0 | 0 | 0 |
| LR_decay_vtime[cache_size=0.4,treshold=0.9] | 0 | 0 | 0 | 0 |
| Offline Clock 1st iteration | 0 | 0 | 0 | 0 |
| Offline Clock 2nd iteration | 7.80369 | 0.100977 | 2.73498 | 1.84941 |
| Zipf Optimal Distribution | 3.35401 | 0.0684004 | 1.23463 | 0.902408 |
Model Summaries Plot
Miss Ratio Reduced (%)
Promotion Reduced (%)
Promotion vs Miss Ratio
Cache Size All
Cache Size 0.001
Cache Size 0.01
Cache Size 0.1
Cache Size 0.2
Cache Size 0.4
Model Classification Report
LR_1_0.001
precision recall f1-score support
0 0.86 0.66 0.75 30469299
1 0.62 0.83 0.71 19888532
accuracy 0.73 50357831
macro avg 0.74 0.75 0.73 50357831
weighted avg 0.76 0.73 0.73 50357831
Accuracy: 0.7289517890474672
LR_1_0.01
precision recall f1-score support
0 0.86 0.68 0.76 30231476
1 0.63 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.74 0.76 0.74 50041189
weighted avg 0.77 0.74 0.74 50041189
Accuracy: 0.7399302402666731
LR_1_0.1
precision recall f1-score support
0 0.86 0.73 0.79 29263977
1 0.67 0.82 0.74 18981990
accuracy 0.77 48245967
macro avg 0.76 0.78 0.76 48245967
weighted avg 0.79 0.77 0.77 48245967
Accuracy: 0.7676230637060296
LR_1_0.2
precision recall f1-score support
0 0.87 0.75 0.81 28400293
1 0.67 0.81 0.74 17762125
accuracy 0.78 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.78 0.78 46162418
Accuracy: 0.7765185523860557
LR_1_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.66 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7780763587975718
LR_1_All
precision recall f1-score support
0 0.67 0.60 0.63 144486817
1 0.46 0.54 0.50 90948310
accuracy 0.58 235435127
macro avg 0.57 0.57 0.57 235435127
weighted avg 0.59 0.58 0.58 235435127
Accuracy: 0.5767005872492426
LR_1_log_0.001
precision recall f1-score support
0 0.83 0.73 0.78 30469299
1 0.65 0.77 0.71 19888532
accuracy 0.75 50357831
macro avg 0.74 0.75 0.74 50357831
weighted avg 0.76 0.75 0.75 50357831
Accuracy: 0.7465433131939301
LR_1_log_0.01
precision recall f1-score support
0 0.84 0.73 0.78 30231476
1 0.66 0.78 0.71 19809713
accuracy 0.75 50041189
macro avg 0.75 0.76 0.75 50041189
weighted avg 0.77 0.75 0.75 50041189
Accuracy: 0.751373373642261
LR_1_log_0.1
precision recall f1-score support
0 0.86 0.73 0.79 29263977
1 0.66 0.81 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.76 48245967
Accuracy: 0.761670193075413
LR_1_log_0.2
precision recall f1-score support
0 0.87 0.72 0.79 28400293
1 0.65 0.83 0.73 17762125
accuracy 0.76 46162418
macro avg 0.76 0.77 0.76 46162418
weighted avg 0.79 0.76 0.77 46162418
Accuracy: 0.7624651507639829
LR_1_log_0.4
precision recall f1-score support
0 0.88 0.71 0.79 26121772
1 0.61 0.83 0.71 14505950
accuracy 0.75 40627722
macro avg 0.75 0.77 0.75 40627722
weighted avg 0.79 0.75 0.76 40627722
Accuracy: 0.7535204164289595
LR_1_log_All
precision recall f1-score support
0 0.73 0.56 0.64 144486817
1 0.49 0.67 0.57 90948310
accuracy 0.61 235435127
macro avg 0.61 0.62 0.60 235435127
weighted avg 0.64 0.61 0.61 235435127
Accuracy: 0.6053789670901573
LR_1_mean_0.001
precision recall f1-score support
0 0.86 0.71 0.78 30469299
1 0.65 0.82 0.73 19888532
accuracy 0.75 50357831
macro avg 0.75 0.77 0.75 50357831
weighted avg 0.78 0.75 0.76 50357831
Accuracy: 0.7549619243926531
LR_1_mean_0.01
precision recall f1-score support
0 0.81 0.66 0.73 30231476
1 0.60 0.76 0.67 19809713
accuracy 0.70 50041189
macro avg 0.70 0.71 0.70 50041189
weighted avg 0.73 0.70 0.71 50041189
Accuracy: 0.7019766456788227
LR_1_mean_0.1
precision recall f1-score support
0 0.83 0.64 0.72 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.70 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.70 0.71 48245967
Accuracy: 0.7043372143416672
LR_1_mean_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.82 0.69 17762125
accuracy 0.72 46162418
macro avg 0.73 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7203463865346048
LR_1_mean_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.76 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7424505612202427
LR_1_mean_All
precision recall f1-score support
0 0.69 0.39 0.50 144486817
1 0.42 0.72 0.53 90948310
accuracy 0.52 235435127
macro avg 0.55 0.55 0.51 235435127
weighted avg 0.58 0.52 0.51 235435127
Accuracy: 0.5151163105750146
LR_1_robust_scaler_0.001
precision recall f1-score support
0 0.86 0.66 0.75 30469299
1 0.62 0.83 0.71 19888532
accuracy 0.73 50357831
macro avg 0.74 0.75 0.73 50357831
weighted avg 0.76 0.73 0.73 50357831
Accuracy: 0.7289659477192336
LR_1_robust_scaler_0.01
precision recall f1-score support
0 0.86 0.68 0.76 30231476
1 0.63 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.74 0.76 0.74 50041189
weighted avg 0.77 0.74 0.74 50041189
Accuracy: 0.7398954289435449
LR_1_robust_scaler_0.1
precision recall f1-score support
0 0.86 0.73 0.79 29263977
1 0.67 0.82 0.74 18981990
accuracy 0.77 48245967
macro avg 0.76 0.78 0.76 48245967
weighted avg 0.79 0.77 0.77 48245967
Accuracy: 0.7676340283530849
LR_1_robust_scaler_0.2
precision recall f1-score support
0 0.87 0.75 0.81 28400293
1 0.67 0.81 0.74 17762125
accuracy 0.78 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.78 0.78 46162418
Accuracy: 0.7765035618368171
LR_1_robust_scaler_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.66 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7780789678535263
LR_1_robust_scaler_All
precision recall f1-score support
0 0.69 0.51 0.59 144486817
1 0.45 0.63 0.52 90948310
accuracy 0.56 235435127
macro avg 0.57 0.57 0.55 235435127
weighted avg 0.59 0.56 0.56 235435127
Accuracy: 0.5569676355049601
LR_1_std_scaler_0.001
precision recall f1-score support
0 0.86 0.66 0.75 30469299
1 0.62 0.83 0.71 19888532
accuracy 0.73 50357831
macro avg 0.74 0.75 0.73 50357831
weighted avg 0.76 0.73 0.73 50357831
Accuracy: 0.7289902934858334
LR_1_std_scaler_0.01
precision recall f1-score support
0 0.86 0.68 0.76 30231476
1 0.63 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.74 0.76 0.74 50041189
weighted avg 0.77 0.74 0.74 50041189
Accuracy: 0.739903102622122
LR_1_std_scaler_0.1
precision recall f1-score support
0 0.86 0.73 0.79 29263977
1 0.67 0.82 0.74 18981990
accuracy 0.77 48245967
macro avg 0.76 0.78 0.76 48245967
weighted avg 0.79 0.77 0.77 48245967
Accuracy: 0.7676588387170269
LR_1_std_scaler_0.2
precision recall f1-score support
0 0.87 0.75 0.81 28400293
1 0.67 0.81 0.74 17762125
accuracy 0.78 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.78 0.78 46162418
Accuracy: 0.7765868113754353
LR_1_std_scaler_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.66 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7782466120054676
LR_1_std_scaler_All
precision recall f1-score support
0 0.69 0.51 0.59 144486817
1 0.45 0.63 0.52 90948310
accuracy 0.56 235435127
macro avg 0.57 0.57 0.55 235435127
weighted avg 0.59 0.56 0.56 235435127
Accuracy: 0.5570035307433118
LR_2_0.001
precision recall f1-score support
0 0.74 0.71 0.72 30469299
1 0.58 0.61 0.59 19888532
accuracy 0.67 50357831
macro avg 0.66 0.66 0.66 50357831
weighted avg 0.67 0.67 0.67 50357831
Accuracy: 0.6680608225560787
LR_2_0.01
precision recall f1-score support
0 0.75 0.71 0.73 30231476
1 0.59 0.63 0.61 19809713
accuracy 0.68 50041189
macro avg 0.67 0.67 0.67 50041189
weighted avg 0.68 0.68 0.68 50041189
Accuracy: 0.6778870302222435
LR_2_0.1
precision recall f1-score support
0 0.78 0.73 0.75 29263977
1 0.62 0.68 0.65 18981990
accuracy 0.71 48245967
macro avg 0.70 0.70 0.70 48245967
weighted avg 0.72 0.71 0.71 48245967
Accuracy: 0.7090260414927532
LR_2_0.2
precision recall f1-score support
0 0.80 0.74 0.77 28400293
1 0.63 0.71 0.67 17762125
accuracy 0.73 46162418
macro avg 0.72 0.72 0.72 46162418
weighted avg 0.74 0.73 0.73 46162418
Accuracy: 0.7284046299307805
LR_2_0.4
precision recall f1-score support
0 0.85 0.69 0.77 26121772
1 0.59 0.78 0.67 14505950
accuracy 0.73 40627722
macro avg 0.72 0.74 0.72 40627722
weighted avg 0.76 0.73 0.73 40627722
Accuracy: 0.726333216516545
LR_2_All
precision recall f1-score support
0 0.67 0.78 0.72 144486817
1 0.53 0.39 0.45 90948310
accuracy 0.63 235435127
macro avg 0.60 0.59 0.59 235435127
weighted avg 0.62 0.63 0.62 235435127
Accuracy: 0.6319147567134279
LR_2_log_0.001
precision recall f1-score support
0 0.78 0.60 0.68 30469299
1 0.55 0.74 0.63 19888532
accuracy 0.66 50357831
macro avg 0.66 0.67 0.65 50357831
weighted avg 0.69 0.66 0.66 50357831
Accuracy: 0.6557921249626498
LR_2_log_0.01
precision recall f1-score support
0 0.80 0.61 0.69 30231476
1 0.56 0.76 0.65 19809713
accuracy 0.67 50041189
macro avg 0.68 0.69 0.67 50041189
weighted avg 0.70 0.67 0.68 50041189
Accuracy: 0.6719362523540358
LR_2_log_0.1
precision recall f1-score support
0 0.83 0.64 0.73 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.71 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.71 0.71 48245967
Accuracy: 0.7052470313218098
LR_2_log_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.81 0.69 17762125
accuracy 0.72 46162418
macro avg 0.72 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7193205087307168
LR_2_log_0.4
precision recall f1-score support
0 0.88 0.69 0.77 26121772
1 0.59 0.83 0.69 14505950
accuracy 0.74 40627722
macro avg 0.74 0.76 0.73 40627722
weighted avg 0.78 0.74 0.74 40627722
Accuracy: 0.7374874968377504
LR_2_log_All
precision recall f1-score support
0 0.69 0.54 0.60 144486817
1 0.46 0.62 0.52 90948310
accuracy 0.57 235435127
macro avg 0.57 0.58 0.56 235435127
weighted avg 0.60 0.57 0.57 235435127
Accuracy: 0.567944417232183
LR_2_mean_0.001
precision recall f1-score support
0 0.78 0.60 0.68 30469299
1 0.55 0.74 0.63 19888532
accuracy 0.66 50357831
macro avg 0.67 0.67 0.66 50357831
weighted avg 0.69 0.66 0.66 50357831
Accuracy: 0.6570688876572146
LR_2_mean_0.01
precision recall f1-score support
0 0.80 0.60 0.69 30231476
1 0.56 0.77 0.65 19809713
accuracy 0.67 50041189
macro avg 0.68 0.69 0.67 50041189
weighted avg 0.70 0.67 0.67 50041189
Accuracy: 0.6680492943522984
LR_2_mean_0.1
precision recall f1-score support
0 0.83 0.64 0.72 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.70 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.70 0.71 48245967
Accuracy: 0.7039362896384687
LR_2_mean_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.82 0.69 17762125
accuracy 0.72 46162418
macro avg 0.73 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7202753980521558
LR_2_mean_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.76 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7423285509337688
LR_2_mean_All
precision recall f1-score support
0 0.65 0.51 0.57 144486817
1 0.42 0.55 0.48 90948310
accuracy 0.53 235435127
macro avg 0.53 0.53 0.53 235435127
weighted avg 0.56 0.53 0.54 235435127
Accuracy: 0.5302307076717571
LR_3_0.001
precision recall f1-score support
0 0.74 0.68 0.71 30469299
1 0.56 0.64 0.60 19888532
accuracy 0.66 50357831
macro avg 0.65 0.66 0.65 50357831
weighted avg 0.67 0.66 0.67 50357831
Accuracy: 0.6633904863773818
LR_3_0.01
precision recall f1-score support
0 0.75 0.71 0.73 30231476
1 0.59 0.63 0.61 19809713
accuracy 0.68 50041189
macro avg 0.67 0.67 0.67 50041189
weighted avg 0.68 0.68 0.68 50041189
Accuracy: 0.6782051881301222
LR_3_0.1
precision recall f1-score support
0 0.78 0.73 0.75 29263977
1 0.62 0.68 0.65 18981990
accuracy 0.71 48245967
macro avg 0.70 0.70 0.70 48245967
weighted avg 0.72 0.71 0.71 48245967
Accuracy: 0.7090318243595366
LR_3_0.2
precision recall f1-score support
0 0.80 0.74 0.77 28400293
1 0.63 0.71 0.67 17762125
accuracy 0.73 46162418
macro avg 0.72 0.72 0.72 46162418
weighted avg 0.74 0.73 0.73 46162418
Accuracy: 0.7283977628728201
LR_3_0.4
precision recall f1-score support
0 0.84 0.76 0.80 26121772
1 0.63 0.74 0.68 14505950
accuracy 0.75 40627722
macro avg 0.74 0.75 0.74 40627722
weighted avg 0.77 0.75 0.76 40627722
Accuracy: 0.7534139866370061
LR_3_All
precision recall f1-score support
0 0.67 0.78 0.72 144486817
1 0.53 0.39 0.45 90948310
accuracy 0.63 235435127
macro avg 0.60 0.59 0.59 235435127
weighted avg 0.62 0.63 0.62 235435127
Accuracy: 0.6319136353854283
LR_3_log_0.001
precision recall f1-score support
0 0.76 0.64 0.70 30469299
1 0.56 0.70 0.62 19888532
accuracy 0.66 50357831
macro avg 0.66 0.67 0.66 50357831
weighted avg 0.68 0.66 0.67 50357831
Accuracy: 0.6628697927835693
LR_3_log_0.01
precision recall f1-score support
0 0.79 0.62 0.70 30231476
1 0.57 0.75 0.65 19809713
accuracy 0.67 50041189
macro avg 0.68 0.69 0.67 50041189
weighted avg 0.70 0.67 0.68 50041189
Accuracy: 0.6729913232077679
LR_3_log_0.1
precision recall f1-score support
0 0.83 0.64 0.73 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.71 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.71 0.71 48245967
Accuracy: 0.7053253798395211
LR_3_log_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.81 0.69 17762125
accuracy 0.72 46162418
macro avg 0.72 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7193616677531927
LR_3_log_0.4
precision recall f1-score support
0 0.88 0.69 0.77 26121772
1 0.59 0.83 0.69 14505950
accuracy 0.74 40627722
macro avg 0.74 0.76 0.73 40627722
weighted avg 0.78 0.74 0.74 40627722
Accuracy: 0.7374562620075031
LR_3_log_All
precision recall f1-score support
0 0.69 0.55 0.61 144486817
1 0.46 0.61 0.52 90948310
accuracy 0.57 235435127
macro avg 0.57 0.58 0.57 235435127
weighted avg 0.60 0.57 0.58 235435127
Accuracy: 0.570340622960651
LR_3_mean_0.001
precision recall f1-score support
0 0.76 0.64 0.70 30469299
1 0.56 0.69 0.62 19888532
accuracy 0.66 50357831
macro avg 0.66 0.67 0.66 50357831
weighted avg 0.68 0.66 0.67 50357831
Accuracy: 0.6620727370088676
LR_3_mean_0.01
precision recall f1-score support
0 0.80 0.61 0.69 30231476
1 0.56 0.76 0.65 19809713
accuracy 0.67 50041189
macro avg 0.68 0.68 0.67 50041189
weighted avg 0.70 0.67 0.67 50041189
Accuracy: 0.6690288873831515
LR_3_mean_0.1
precision recall f1-score support
0 0.83 0.64 0.72 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.70 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.70 0.71 48245967
Accuracy: 0.704026950066106
LR_3_mean_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.82 0.69 17762125
accuracy 0.72 46162418
macro avg 0.73 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7203059207167181
LR_3_mean_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.76 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7423466912567729
LR_3_mean_All
precision recall f1-score support
0 0.65 0.52 0.58 144486817
1 0.42 0.55 0.48 90948310
accuracy 0.53 235435127
macro avg 0.54 0.54 0.53 235435127
weighted avg 0.56 0.53 0.54 235435127
Accuracy: 0.5348694844503811
LR_4_0.001
precision recall f1-score support
0 0.86 0.68 0.76 30469299
1 0.63 0.83 0.72 19888532
accuracy 0.74 50357831
macro avg 0.74 0.76 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7388880787975162
LR_4_0.01
precision recall f1-score support
0 0.86 0.69 0.76 30231476
1 0.64 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.75 0.76 0.74 50041189
weighted avg 0.77 0.74 0.75 50041189
Accuracy: 0.7441577777058814
LR_4_0.1
precision recall f1-score support
0 0.86 0.72 0.78 29263977
1 0.65 0.82 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.76 48245967
Accuracy: 0.7597472551436268
LR_4_0.2
precision recall f1-score support
0 0.87 0.75 0.80 28400293
1 0.67 0.81 0.73 17762125
accuracy 0.77 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.77 0.78 46162418
Accuracy: 0.7725367852264584
LR_4_0.4
precision recall f1-score support
0 0.87 0.75 0.81 26121772
1 0.64 0.80 0.72 14505950
accuracy 0.77 40627722
macro avg 0.76 0.78 0.76 40627722
weighted avg 0.79 0.77 0.78 40627722
Accuracy: 0.7714900924053778
LR_4_All
precision recall f1-score support
0 0.74 0.50 0.60 144486817
1 0.48 0.72 0.57 90948310
accuracy 0.59 235435127
macro avg 0.61 0.61 0.59 235435127
weighted avg 0.64 0.59 0.59 235435127
Accuracy: 0.5873982475011046
LR_4_log_0.001
precision recall f1-score support
0 0.84 0.73 0.78 30469299
1 0.65 0.79 0.71 19888532
accuracy 0.75 50357831
macro avg 0.75 0.76 0.75 50357831
weighted avg 0.77 0.75 0.75 50357831
Accuracy: 0.7514317088041381
LR_4_log_0.01
precision recall f1-score support
0 0.85 0.73 0.78 30231476
1 0.66 0.80 0.72 19809713
accuracy 0.76 50041189
macro avg 0.75 0.76 0.75 50041189
weighted avg 0.77 0.76 0.76 50041189
Accuracy: 0.7556142600848273
LR_4_log_0.1
precision recall f1-score support
0 0.86 0.72 0.79 29263977
1 0.66 0.82 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.77 48245967
Accuracy: 0.7633229529838215
LR_4_log_0.2
precision recall f1-score support
0 0.87 0.72 0.79 28400293
1 0.65 0.83 0.73 17762125
accuracy 0.76 46162418
macro avg 0.76 0.78 0.76 46162418
weighted avg 0.79 0.76 0.77 46162418
Accuracy: 0.7624388306522418
LR_4_log_0.4
precision recall f1-score support
0 0.88 0.71 0.79 26121772
1 0.61 0.83 0.71 14505950
accuracy 0.75 40627722
macro avg 0.75 0.77 0.75 40627722
weighted avg 0.79 0.75 0.76 40627722
Accuracy: 0.7531053303948472
LR_4_log_All
precision recall f1-score support
0 0.76 0.66 0.71 144486817
1 0.55 0.67 0.61 90948310
accuracy 0.66 235435127
macro avg 0.66 0.67 0.66 235435127
weighted avg 0.68 0.66 0.67 235435127
Accuracy: 0.6641819723018647
LR_4_mean_0.001
precision recall f1-score support
0 0.87 0.71 0.78 30469299
1 0.65 0.83 0.73 19888532
accuracy 0.76 50357831
macro avg 0.76 0.77 0.76 50357831
weighted avg 0.78 0.76 0.76 50357831
Accuracy: 0.7589966096832089
LR_4_mean_0.01
precision recall f1-score support
0 0.83 0.67 0.74 30231476
1 0.61 0.80 0.69 19809713
accuracy 0.72 50041189
macro avg 0.72 0.73 0.72 50041189
weighted avg 0.75 0.72 0.72 50041189
Accuracy: 0.7192444607980838
LR_4_mean_0.1
precision recall f1-score support
0 0.86 0.66 0.74 29263977
1 0.61 0.83 0.71 18981990
accuracy 0.73 48245967
macro avg 0.74 0.75 0.72 48245967
weighted avg 0.76 0.73 0.73 48245967
Accuracy: 0.7260401890172499
LR_4_mean_0.2
precision recall f1-score support
0 0.88 0.67 0.76 28400293
1 0.62 0.85 0.71 17762125
accuracy 0.74 46162418
macro avg 0.75 0.76 0.74 46162418
weighted avg 0.78 0.74 0.74 46162418
Accuracy: 0.7395020555465703
LR_4_mean_0.4
precision recall f1-score support
0 0.89 0.68 0.77 26121772
1 0.59 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.76 0.73 40627722
weighted avg 0.78 0.74 0.74 40627722
Accuracy: 0.7376153159657831
LR_4_mean_All
precision recall f1-score support
0 0.72 0.55 0.62 144486817
1 0.48 0.65 0.55 90948310
accuracy 0.59 235435127
macro avg 0.60 0.60 0.59 235435127
weighted avg 0.62 0.59 0.59 235435127
Accuracy: 0.5895498168376548
LR_4_robust_scaler_0.001
precision recall f1-score support
0 0.86 0.68 0.76 30469299
1 0.63 0.83 0.72 19888532
accuracy 0.74 50357831
macro avg 0.74 0.76 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7388760250615242
LR_4_robust_scaler_0.01
precision recall f1-score support
0 0.86 0.69 0.76 30231476
1 0.64 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.75 0.76 0.74 50041189
weighted avg 0.77 0.74 0.75 50041189
Accuracy: 0.7441431897231698
LR_4_robust_scaler_0.1
precision recall f1-score support
0 0.86 0.72 0.78 29263977
1 0.65 0.82 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.76 48245967
Accuracy: 0.7597623652148997
LR_4_robust_scaler_0.2
precision recall f1-score support
0 0.87 0.75 0.80 28400293
1 0.67 0.81 0.73 17762125
accuracy 0.77 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.77 0.78 46162418
Accuracy: 0.7725374784310475
LR_4_robust_scaler_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.65 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7776418032987427
LR_4_robust_scaler_All
precision recall f1-score support
0 0.74 0.50 0.60 144486817
1 0.48 0.72 0.57 90948310
accuracy 0.59 235435127
macro avg 0.61 0.61 0.59 235435127
weighted avg 0.64 0.59 0.59 235435127
Accuracy: 0.5873854584154725
LR_4_std_scaler_0.001
precision recall f1-score support
0 0.86 0.68 0.76 30469299
1 0.63 0.83 0.72 19888532
accuracy 0.74 50357831
macro avg 0.74 0.76 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7389132188795026
LR_4_std_scaler_0.01
precision recall f1-score support
0 0.86 0.69 0.76 30231476
1 0.64 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.75 0.76 0.74 50041189
weighted avg 0.77 0.74 0.75 50041189
Accuracy: 0.7441570183314389
LR_4_std_scaler_0.1
precision recall f1-score support
0 0.86 0.72 0.78 29263977
1 0.65 0.82 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.76 48245967
Accuracy: 0.7597217815118101
LR_4_std_scaler_0.2
precision recall f1-score support
0 0.87 0.75 0.80 28400293
1 0.67 0.81 0.73 17762125
accuracy 0.77 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.77 0.78 46162418
Accuracy: 0.7726121928881629
LR_4_std_scaler_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.66 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7778286461643111
LR_4_std_scaler_All
precision recall f1-score support
0 0.74 0.50 0.60 144486817
1 0.48 0.72 0.57 90948310
accuracy 0.59 235435127
macro avg 0.61 0.61 0.59 235435127
weighted avg 0.64 0.59 0.59 235435127
Accuracy: 0.5872314117340698
LR_5_0.001
precision recall f1-score support
0 0.86 0.68 0.76 30469299
1 0.63 0.83 0.72 19888532
accuracy 0.74 50357831
macro avg 0.74 0.75 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7382249048812289
LR_5_0.01
precision recall f1-score support
0 0.86 0.69 0.76 30231476
1 0.64 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.75 0.76 0.74 50041189
weighted avg 0.77 0.74 0.75 50041189
Accuracy: 0.7441325384974365
LR_5_0.1
precision recall f1-score support
0 0.86 0.72 0.78 29263977
1 0.65 0.82 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.76 48245967
Accuracy: 0.7597230873204386
LR_5_0.2
precision recall f1-score support
0 0.87 0.75 0.80 28400293
1 0.67 0.81 0.73 17762125
accuracy 0.77 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.77 0.78 46162418
Accuracy: 0.7726382963734698
LR_5_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.66 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7777381414591741
LR_5_All
precision recall f1-score support
0 0.74 0.50 0.60 144486817
1 0.48 0.72 0.57 90948310
accuracy 0.59 235435127
macro avg 0.61 0.61 0.59 235435127
weighted avg 0.64 0.59 0.59 235435127
Accuracy: 0.5873703374772958
LR_5_imba_0.001
precision recall f1-score support
0 0.81 0.78 0.79 30469299
1 0.68 0.71 0.70 19888532
accuracy 0.75 50357831
macro avg 0.74 0.75 0.74 50357831
weighted avg 0.76 0.75 0.75 50357831
Accuracy: 0.7540126182162215
LR_5_imba_0.01
precision recall f1-score support
0 0.81 0.79 0.80 30231476
1 0.69 0.71 0.70 19809713
accuracy 0.76 50041189
macro avg 0.75 0.75 0.75 50041189
weighted avg 0.76 0.76 0.76 50041189
Accuracy: 0.7600381158009655
LR_5_imba_0.1
precision recall f1-score support
0 0.81 0.82 0.81 29263977
1 0.72 0.70 0.71 18981990
accuracy 0.77 48245967
macro avg 0.76 0.76 0.76 48245967
weighted avg 0.77 0.77 0.77 48245967
Accuracy: 0.7730094828444417
LR_5_imba_0.2
precision recall f1-score support
0 0.81 0.83 0.82 28400293
1 0.72 0.68 0.70 17762125
accuracy 0.77 46162418
macro avg 0.76 0.76 0.76 46162418
weighted avg 0.77 0.77 0.77 46162418
Accuracy: 0.7742529864878396
LR_5_imba_0.4
precision recall f1-score support
0 0.81 0.86 0.83 26121772
1 0.72 0.64 0.68 14505950
accuracy 0.78 40627722
macro avg 0.76 0.75 0.76 40627722
weighted avg 0.78 0.78 0.78 40627722
Accuracy: 0.7811903163066835
LR_5_imba_All
precision recall f1-score support
0 0.64 0.93 0.76 144486817
1 0.61 0.17 0.27 90948310
accuracy 0.64 235435127
macro avg 0.62 0.55 0.51 235435127
weighted avg 0.63 0.64 0.57 235435127
Accuracy: 0.6376296685753269
LR_6_0.001
precision recall f1-score support
0 0.86 0.68 0.76 30469299
1 0.63 0.83 0.72 19888532
accuracy 0.74 50357831
macro avg 0.74 0.75 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7382218666248751
LR_6_0.01
precision recall f1-score support
0 0.86 0.69 0.76 30231476
1 0.64 0.83 0.72 19809713
accuracy 0.74 50041189
macro avg 0.75 0.76 0.74 50041189
weighted avg 0.77 0.74 0.75 50041189
Accuracy: 0.744151862578645
LR_6_0.1
precision recall f1-score support
0 0.86 0.72 0.78 29263977
1 0.65 0.82 0.73 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.76 48245967
weighted avg 0.78 0.76 0.76 48245967
Accuracy: 0.759735938135513
LR_6_0.2
precision recall f1-score support
0 0.87 0.75 0.80 28400293
1 0.67 0.81 0.73 17762125
accuracy 0.77 46162418
macro avg 0.77 0.78 0.77 46162418
weighted avg 0.79 0.77 0.78 46162418
Accuracy: 0.7725369801902491
LR_6_0.4
precision recall f1-score support
0 0.87 0.77 0.82 26121772
1 0.65 0.80 0.72 14505950
accuracy 0.78 40627722
macro avg 0.76 0.78 0.77 40627722
weighted avg 0.79 0.78 0.78 40627722
Accuracy: 0.7776248198213033
LR_6_All
precision recall f1-score support
0 0.74 0.50 0.60 144486817
1 0.48 0.72 0.57 90948310
accuracy 0.59 235435127
macro avg 0.61 0.61 0.59 235435127
weighted avg 0.64 0.59 0.59 235435127
Accuracy: 0.5873487434183939
LR_6_imba_0.001
precision recall f1-score support
0 0.81 0.78 0.79 30469299
1 0.68 0.71 0.70 19888532
accuracy 0.75 50357831
macro avg 0.74 0.75 0.74 50357831
weighted avg 0.76 0.75 0.75 50357831
Accuracy: 0.7540076934608244
LR_6_imba_0.01
precision recall f1-score support
0 0.81 0.79 0.80 30231476
1 0.69 0.71 0.70 19809713
accuracy 0.76 50041189
macro avg 0.75 0.75 0.75 50041189
weighted avg 0.76 0.76 0.76 50041189
Accuracy: 0.7600415130024188
LR_6_imba_0.1
precision recall f1-score support
0 0.81 0.82 0.81 29263977
1 0.72 0.70 0.71 18981990
accuracy 0.77 48245967
macro avg 0.76 0.76 0.76 48245967
weighted avg 0.77 0.77 0.77 48245967
Accuracy: 0.7730505847255585
LR_6_imba_0.2
precision recall f1-score support
0 0.81 0.83 0.82 28400293
1 0.72 0.68 0.70 17762125
accuracy 0.77 46162418
macro avg 0.76 0.76 0.76 46162418
weighted avg 0.77 0.77 0.77 46162418
Accuracy: 0.7744190523122078
LR_6_imba_0.4
precision recall f1-score support
0 0.81 0.86 0.83 26121772
1 0.72 0.64 0.68 14505950
accuracy 0.78 40627722
macro avg 0.76 0.75 0.76 40627722
weighted avg 0.78 0.78 0.78 40627722
Accuracy: 0.7814035450966215
LR_6_imba_All
precision recall f1-score support
0 0.64 0.93 0.76 144486817
1 0.61 0.17 0.27 90948310
accuracy 0.64 235435127
macro avg 0.62 0.55 0.51 235435127
weighted avg 0.63 0.64 0.57 235435127
Accuracy: 0.6376264787369643
LR_7_0.001
precision recall f1-score support
0 0.87 0.67 0.76 30469299
1 0.63 0.84 0.72 19888532
accuracy 0.74 50357831
macro avg 0.75 0.76 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7383836885270137
LR_7_0.01
precision recall f1-score support
0 0.87 0.69 0.77 30231476
1 0.64 0.84 0.73 19809713
accuracy 0.75 50041189
macro avg 0.75 0.77 0.75 50041189
weighted avg 0.78 0.75 0.75 50041189
Accuracy: 0.748779750217366
LR_7_0.1
precision recall f1-score support
0 0.88 0.70 0.78 29263977
1 0.65 0.86 0.74 18981990
accuracy 0.76 48245967
macro avg 0.77 0.78 0.76 48245967
weighted avg 0.79 0.76 0.76 48245967
Accuracy: 0.7616268733923397
LR_7_0.2
precision recall f1-score support
0 0.89 0.70 0.78 28400293
1 0.64 0.86 0.73 17762125
accuracy 0.76 46162418
macro avg 0.76 0.78 0.76 46162418
weighted avg 0.79 0.76 0.76 46162418
Accuracy: 0.7605276006122557
LR_7_0.4
precision recall f1-score support
0 0.89 0.69 0.78 26121772
1 0.60 0.85 0.71 14505950
accuracy 0.75 40627722
macro avg 0.75 0.77 0.74 40627722
weighted avg 0.79 0.75 0.75 40627722
Accuracy: 0.7474215758392755
LR_7_All
precision recall f1-score support
0 0.71 0.32 0.44 144486817
1 0.42 0.79 0.55 90948310
accuracy 0.50 235435127
macro avg 0.57 0.56 0.50 235435127
weighted avg 0.60 0.50 0.49 235435127
Accuracy: 0.5034408310702081
LR_7_decay_rtime_0.001
precision recall f1-score support
0 0.89 0.72 0.79 30469299
1 0.67 0.87 0.75 19888532
accuracy 0.78 50357831
macro avg 0.78 0.79 0.77 50357831
weighted avg 0.80 0.78 0.78 50357831
Accuracy: 0.7756116819249026
LR_7_decay_rtime_0.01
precision recall f1-score support
0 0.89 0.71 0.79 30231476
1 0.66 0.87 0.75 19809713
accuracy 0.77 50041189
macro avg 0.78 0.79 0.77 50041189
weighted avg 0.80 0.77 0.77 50041189
Accuracy: 0.7710795201129214
LR_7_decay_rtime_0.1
precision recall f1-score support
0 0.89 0.68 0.77 29263977
1 0.64 0.86 0.74 18981990
accuracy 0.75 48245967
macro avg 0.76 0.77 0.75 48245967
weighted avg 0.79 0.75 0.76 48245967
Accuracy: 0.7549501287848578
LR_7_decay_rtime_0.2
precision recall f1-score support
0 0.90 0.63 0.74 28400293
1 0.60 0.88 0.71 17762125
accuracy 0.73 46162418
macro avg 0.75 0.76 0.73 46162418
weighted avg 0.78 0.73 0.73 46162418
Accuracy: 0.7259640731991119
LR_7_decay_rtime_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.77 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7429404483962946
LR_7_decay_rtime_All
precision recall f1-score support
0 0.76 0.33 0.46 144486817
1 0.44 0.83 0.57 90948310
accuracy 0.52 235435127
macro avg 0.60 0.58 0.52 235435127
weighted avg 0.63 0.52 0.50 235435127
Accuracy: 0.5238606854108053
LR_7_decay_vtime_0.001
precision recall f1-score support
0 0.88 0.64 0.74 30469299
1 0.61 0.87 0.72 19888532
accuracy 0.73 50357831
macro avg 0.74 0.75 0.73 50357831
weighted avg 0.77 0.73 0.73 50357831
Accuracy: 0.7276795936663754
LR_7_decay_vtime_0.01
precision recall f1-score support
0 0.82 0.56 0.67 30231476
1 0.55 0.81 0.65 19809713
accuracy 0.66 50041189
macro avg 0.68 0.69 0.66 50041189
weighted avg 0.71 0.66 0.66 50041189
Accuracy: 0.6605602636659972
LR_7_decay_vtime_0.1
precision recall f1-score support
0 0.83 0.64 0.72 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.70 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.70 0.71 48245967
Accuracy: 0.7041541109539788
LR_7_decay_vtime_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.81 0.69 17762125
accuracy 0.72 46162418
macro avg 0.73 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7203213228561814
LR_7_decay_vtime_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.77 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7429170161201752
LR_7_decay_vtime_All
precision recall f1-score support
0 0.68 0.34 0.46 144486817
1 0.42 0.75 0.54 90948310
accuracy 0.50 235435127
macro avg 0.55 0.54 0.50 235435127
weighted avg 0.58 0.50 0.49 235435127
Accuracy: 0.4989644896957114
LR_8_0.001
precision recall f1-score support
0 0.86 0.67 0.75 30469299
1 0.62 0.83 0.71 19888532
accuracy 0.74 50357831
macro avg 0.74 0.75 0.73 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.73530065264328
LR_8_0.01
precision recall f1-score support
0 0.87 0.69 0.77 30231476
1 0.64 0.84 0.73 19809713
accuracy 0.75 50041189
macro avg 0.75 0.77 0.75 50041189
weighted avg 0.78 0.75 0.75 50041189
Accuracy: 0.748819277655453
LR_8_0.1
precision recall f1-score support
0 0.88 0.70 0.78 29263977
1 0.65 0.86 0.74 18981990
accuracy 0.76 48245967
macro avg 0.77 0.78 0.76 48245967
weighted avg 0.79 0.76 0.76 48245967
Accuracy: 0.7610481307173302
LR_8_0.2
precision recall f1-score support
0 0.89 0.70 0.78 28400293
1 0.64 0.86 0.73 17762125
accuracy 0.76 46162418
macro avg 0.76 0.78 0.76 46162418
weighted avg 0.79 0.76 0.76 46162418
Accuracy: 0.7600604023818683
LR_8_0.4
precision recall f1-score support
0 0.89 0.69 0.78 26121772
1 0.60 0.85 0.71 14505950
accuracy 0.75 40627722
macro avg 0.75 0.77 0.74 40627722
weighted avg 0.79 0.75 0.75 40627722
Accuracy: 0.7474707540826434
LR_8_All
precision recall f1-score support
0 0.71 0.34 0.46 144486817
1 0.43 0.78 0.55 90948310
accuracy 0.51 235435127
macro avg 0.57 0.56 0.50 235435127
weighted avg 0.60 0.51 0.49 235435127
Accuracy: 0.5086445150557334
LR_8_decay_rtime_0.001
precision recall f1-score support
0 0.89 0.71 0.79 30469299
1 0.66 0.86 0.75 19888532
accuracy 0.77 50357831
macro avg 0.77 0.79 0.77 50357831
weighted avg 0.80 0.77 0.77 50357831
Accuracy: 0.7715023111301199
LR_8_decay_rtime_0.01
precision recall f1-score support
0 0.89 0.71 0.79 30231476
1 0.66 0.87 0.75 19809713
accuracy 0.77 50041189
macro avg 0.78 0.79 0.77 50041189
weighted avg 0.80 0.77 0.77 50041189
Accuracy: 0.7712437248443478
LR_8_decay_rtime_0.1
precision recall f1-score support
0 0.89 0.68 0.77 29263977
1 0.64 0.86 0.74 18981990
accuracy 0.76 48245967
macro avg 0.76 0.77 0.75 48245967
weighted avg 0.79 0.76 0.76 48245967
Accuracy: 0.7550659726646167
LR_8_decay_rtime_0.2
precision recall f1-score support
0 0.90 0.63 0.74 28400293
1 0.60 0.88 0.71 17762125
accuracy 0.73 46162418
macro avg 0.75 0.76 0.73 46162418
weighted avg 0.78 0.73 0.73 46162418
Accuracy: 0.7259316875472165
LR_8_decay_rtime_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.77 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7429409406710029
LR_8_decay_rtime_All
precision recall f1-score support
0 0.76 0.33 0.46 144486817
1 0.44 0.83 0.57 90948310
accuracy 0.52 235435127
macro avg 0.60 0.58 0.52 235435127
weighted avg 0.63 0.52 0.50 235435127
Accuracy: 0.5238512942888085
LR_8_decay_vtime_0.001
precision recall f1-score support
0 0.87 0.62 0.73 30469299
1 0.60 0.86 0.71 19888532
accuracy 0.72 50357831
macro avg 0.74 0.74 0.72 50357831
weighted avg 0.76 0.72 0.72 50357831
Accuracy: 0.7171380355917235
LR_8_decay_vtime_0.01
precision recall f1-score support
0 0.81 0.57 0.67 30231476
1 0.55 0.80 0.65 19809713
accuracy 0.66 50041189
macro avg 0.68 0.69 0.66 50041189
weighted avg 0.71 0.66 0.66 50041189
Accuracy: 0.6617784001894919
LR_8_decay_vtime_0.1
precision recall f1-score support
0 0.83 0.64 0.72 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.70 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.70 0.71 48245967
Accuracy: 0.7040481746380998
LR_8_decay_vtime_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.82 0.69 17762125
accuracy 0.72 46162418
macro avg 0.73 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7202586311661577
LR_8_decay_vtime_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.77 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.742917237643794
LR_8_decay_vtime_All
precision recall f1-score support
0 0.68 0.36 0.47 144486817
1 0.42 0.73 0.53 90948310
accuracy 0.51 235435127
macro avg 0.55 0.55 0.50 235435127
weighted avg 0.58 0.51 0.50 235435127
Accuracy: 0.5053943416013703
LR_9_0.001
precision recall f1-score support
0 0.87 0.67 0.76 30469299
1 0.63 0.84 0.72 19888532
accuracy 0.74 50357831
macro avg 0.75 0.76 0.74 50357831
weighted avg 0.77 0.74 0.74 50357831
Accuracy: 0.7390812364416569
LR_9_0.01
precision recall f1-score support
0 0.87 0.68 0.77 30231476
1 0.64 0.85 0.73 19809713
accuracy 0.75 50041189
macro avg 0.75 0.77 0.75 50041189
weighted avg 0.78 0.75 0.75 50041189
Accuracy: 0.7483692483805691
LR_9_0.1
precision recall f1-score support
0 0.88 0.70 0.78 29263977
1 0.65 0.86 0.74 18981990
accuracy 0.76 48245967
macro avg 0.77 0.78 0.76 48245967
weighted avg 0.79 0.76 0.76 48245967
Accuracy: 0.7608571095693863
LR_9_0.2
precision recall f1-score support
0 0.89 0.70 0.78 28400293
1 0.64 0.86 0.73 17762125
accuracy 0.76 46162418
macro avg 0.76 0.78 0.76 46162418
weighted avg 0.79 0.76 0.76 46162418
Accuracy: 0.7598907622213377
LR_9_0.4
precision recall f1-score support
0 0.89 0.69 0.78 26121772
1 0.60 0.85 0.71 14505950
accuracy 0.75 40627722
macro avg 0.75 0.77 0.74 40627722
weighted avg 0.79 0.75 0.75 40627722
Accuracy: 0.7474161362037478
LR_9_All
precision recall f1-score support
0 0.71 0.34 0.46 144486817
1 0.43 0.78 0.55 90948310
accuracy 0.51 235435127
macro avg 0.57 0.56 0.50 235435127
weighted avg 0.60 0.51 0.49 235435127
Accuracy: 0.5085327262995891
LR_9_decay_rtime_0.001
precision recall f1-score support
0 0.89 0.72 0.79 30469299
1 0.67 0.86 0.75 19888532
accuracy 0.78 50357831
macro avg 0.78 0.79 0.77 50357831
weighted avg 0.80 0.78 0.78 50357831
Accuracy: 0.7752556101949665
LR_9_decay_rtime_0.01
precision recall f1-score support
0 0.89 0.71 0.79 30231476
1 0.66 0.87 0.75 19809713
accuracy 0.77 50041189
macro avg 0.78 0.79 0.77 50041189
weighted avg 0.80 0.77 0.77 50041189
Accuracy: 0.7708839612104341
LR_9_decay_rtime_0.1
precision recall f1-score support
0 0.89 0.68 0.77 29263977
1 0.64 0.86 0.73 18981990
accuracy 0.75 48245967
macro avg 0.76 0.77 0.75 48245967
weighted avg 0.79 0.75 0.76 48245967
Accuracy: 0.7546740435319702
LR_9_decay_rtime_0.2
precision recall f1-score support
0 0.90 0.63 0.74 28400293
1 0.60 0.88 0.71 17762125
accuracy 0.73 46162418
macro avg 0.75 0.76 0.73 46162418
weighted avg 0.78 0.73 0.73 46162418
Accuracy: 0.7260099980031375
LR_9_decay_rtime_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.77 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7429336796190542
LR_9_decay_rtime_All
precision recall f1-score support
0 0.75 0.33 0.46 144486817
1 0.44 0.83 0.57 90948310
accuracy 0.52 235435127
macro avg 0.60 0.58 0.52 235435127
weighted avg 0.63 0.52 0.50 235435127
Accuracy: 0.5237190030695802
LR_9_decay_vtime_0.001
precision recall f1-score support
0 0.88 0.64 0.74 30469299
1 0.61 0.86 0.72 19888532
accuracy 0.73 50357831
macro avg 0.74 0.75 0.73 50357831
weighted avg 0.77 0.73 0.73 50357831
Accuracy: 0.7289878906817889
LR_9_decay_vtime_0.01
precision recall f1-score support
0 0.82 0.57 0.67 30231476
1 0.55 0.81 0.65 19809713
accuracy 0.66 50041189
macro avg 0.68 0.69 0.66 50041189
weighted avg 0.71 0.66 0.66 50041189
Accuracy: 0.6609637712645077
LR_9_decay_vtime_0.1
precision recall f1-score support
0 0.83 0.64 0.72 29263977
1 0.59 0.80 0.68 18981990
accuracy 0.70 48245967
macro avg 0.71 0.72 0.70 48245967
weighted avg 0.74 0.70 0.71 48245967
Accuracy: 0.7039243508167221
LR_9_decay_vtime_0.2
precision recall f1-score support
0 0.85 0.66 0.74 28400293
1 0.60 0.82 0.69 17762125
accuracy 0.72 46162418
macro avg 0.73 0.74 0.72 46162418
weighted avg 0.75 0.72 0.72 46162418
Accuracy: 0.7202281301642388
LR_9_decay_vtime_0.4
precision recall f1-score support
0 0.89 0.69 0.77 26121772
1 0.60 0.84 0.70 14505950
accuracy 0.74 40627722
macro avg 0.74 0.77 0.74 40627722
weighted avg 0.78 0.74 0.75 40627722
Accuracy: 0.7428998357328526
LR_9_decay_vtime_All
precision recall f1-score support
0 0.68 0.36 0.48 144486817
1 0.42 0.73 0.53 90948310
accuracy 0.51 235435127
macro avg 0.55 0.55 0.50 235435127
weighted avg 0.58 0.51 0.50 235435127
Accuracy: 0.5059180484991944
LR_decay_rtime_0.001
precision recall f1-score support
0 0.65 0.34 0.45 30469299
1 0.42 0.72 0.53 19888532
accuracy 0.49 50357831
macro avg 0.53 0.53 0.49 50357831
weighted avg 0.56 0.49 0.48 50357831
Accuracy: 0.490817148180985
LR_decay_rtime_0.01
precision recall f1-score support
0 0.78 0.53 0.63 30231476
1 0.52 0.78 0.62 19809713
accuracy 0.63 50041189
macro avg 0.65 0.65 0.63 50041189
weighted avg 0.68 0.63 0.63 50041189
Accuracy: 0.626892798250657
LR_decay_rtime_0.1
precision recall f1-score support
0 0.88 0.66 0.75 29263977
1 0.62 0.86 0.72 18981990
accuracy 0.74 48245967
macro avg 0.75 0.76 0.74 48245967
weighted avg 0.78 0.74 0.74 48245967
Accuracy: 0.7394854371972688
LR_decay_rtime_0.2
precision recall f1-score support
0 0.90 0.63 0.74 28400293
1 0.60 0.89 0.71 17762125
accuracy 0.73 46162418
macro avg 0.75 0.76 0.73 46162418
weighted avg 0.78 0.73 0.73 46162418
Accuracy: 0.7261484656198035
LR_decay_rtime_0.4
precision recall f1-score support
0 0.92 0.44 0.60 26121772
1 0.48 0.93 0.63 14505950
accuracy 0.62 40627722
macro avg 0.70 0.69 0.62 40627722
weighted avg 0.76 0.62 0.61 40627722
Accuracy: 0.616259164124437
LR_decay_rtime_All
precision recall f1-score support
0 0.70 0.41 0.51 144486817
1 0.43 0.72 0.54 90948310
accuracy 0.53 235435127
macro avg 0.57 0.56 0.53 235435127
weighted avg 0.60 0.53 0.52 235435127
Accuracy: 0.5278586317325537
LR_decay_vtime_0.001
precision recall f1-score support
0 0.86 0.60 0.71 30469299
1 0.58 0.86 0.69 19888532
accuracy 0.70 50357831
macro avg 0.72 0.73 0.70 50357831
weighted avg 0.75 0.70 0.70 50357831
Accuracy: 0.6995904768019099
LR_decay_vtime_0.01
precision recall f1-score support
0 0.91 0.40 0.56 30231476
1 0.51 0.94 0.66 19809713
accuracy 0.61 50041189
macro avg 0.71 0.67 0.61 50041189
weighted avg 0.75 0.61 0.60 50041189
Accuracy: 0.6134714744687622
LR_decay_vtime_0.1
precision recall f1-score support
0 0.96 0.08 0.15 29263977
1 0.41 0.99 0.58 18981990
accuracy 0.44 48245967
macro avg 0.69 0.54 0.37 48245967
weighted avg 0.74 0.44 0.32 48245967
Accuracy: 0.44205846262756016
LR_decay_vtime_0.2
precision recall f1-score support
0 0.96 0.04 0.08 28400293
1 0.39 1.00 0.57 17762125
accuracy 0.41 46162418
macro avg 0.68 0.52 0.32 46162418
weighted avg 0.74 0.41 0.27 46162418
Accuracy: 0.410268305269451
LR_decay_vtime_0.4
precision recall f1-score support
0 0.96 0.02 0.04 26121772
1 0.36 1.00 0.53 14505950
accuracy 0.37 40627722
macro avg 0.66 0.51 0.28 40627722
weighted avg 0.75 0.37 0.21 40627722
Accuracy: 0.3693680142834491
LR_decay_vtime_All
precision recall f1-score support
0 0.67 0.27 0.38 144486817
1 0.40 0.79 0.53 90948310
accuracy 0.47 235435127
macro avg 0.54 0.53 0.46 235435127
weighted avg 0.57 0.47 0.44 235435127
Accuracy: 0.46832407892981914